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ORCIDBibTeX records: Bhavya Kailkhura
@inproceedings{DBLP:conf/wacv/MehraZKH24,
author = {Akshay Mehra and
Yunbei Zhang and
Bhavya Kailkhura and
Jihun Hamm},
title = {On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {3788--3799},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00376},
doi = {10.1109/WACV57701.2024.00376},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/MehraZKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05561},
doi = {10.48550/ARXIV.2401.05561},
eprinttype = {arXiv},
eprint = {2401.05561},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12348,
author = {Jinhao Duan and
Renming Zhang and
James Diffenderfer and
Bhavya Kailkhura and
Lichao Sun and
Elias Stengel{-}Eskin and
Mohit Bansal and
Tianlong Chen and
Kaidi Xu},
title = {GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via
Game-Theoretic Evaluations},
journal = {CoRR},
volume = {abs/2402.12348},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12348},
doi = {10.48550/ARXIV.2402.12348},
eprinttype = {arXiv},
eprint = {2402.12348},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15447,
author = {Junyuan Hong and
Jinhao Duan and
Chenhui Zhang and
Zhangheng Li and
Chulin Xie and
Kelsey Lieberman and
James Diffenderfer and
Brian R. Bartoldson and
Ajay Jaiswal and
Kaidi Xu and
Bhavya Kailkhura and
Dan Hendrycks and
Dawn Song and
Zhangyang Wang and
Bo Li},
title = {Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient
LLMs Under Compression},
journal = {CoRR},
volume = {abs/2403.15447},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15447},
doi = {10.48550/ARXIV.2403.15447},
eprinttype = {arXiv},
eprint = {2403.15447},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartoldsonKB23,
author = {Brian R. Bartoldson and
Bhavya Kailkhura and
Davis W. Blalock},
title = {Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {122:1--122:77},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1208.html},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BartoldsonKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChenKZ23,
author = {Ziyi Chen and
Bhavya Kailkhura and
Yi Zhou},
title = {An accelerated proximal algorithm for regularized nonconvex and nonsmooth
bi-level optimization},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1433--1463},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06329-6},
doi = {10.1007/S10994-023-06329-6},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ChenKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Li0LKG23,
author = {Yize Li and
Pu Zhao and
Xue Lin and
Bhavya Kailkhura and
Ryan A. Goldhahn},
editor = {Gabriel Pedroza and
Xiaowei Huang and
Xin Cynthia Chen and
Andreas Theodorou and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Less is More: Data Pruning for Faster Adversarial Training},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2023
(SafeAI 2023) co-located with the Thirty-Seventh {AAAI} Conference
on Artificial Intelligence {(AAAI} 2023), Washington DC, USA, February
13-14, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3381},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3381/45.pdf},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Li0LKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiebermanDGK23,
author = {Kelsey Lieberman and
James Diffenderfer and
Charles Godfrey and
Bhavya Kailkhura},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Neural Image Compression: Generalization, Robustness, and Spectral
Biases},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f3c5e56274140e0420baa3916c529210-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiebermanDGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GokhaleATKBY23,
author = {Tejas Gokhale and
Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Chitta Baral and
Yezhou Yang},
title = {Improving Diversity with Adversarially Learned Transformations for
Domain Generalization},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {434--443},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00051},
doi = {10.1109/WACV56688.2023.00051},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/GokhaleATKBY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12366,
author = {Yize Li and
Pu Zhao and
Xue Lin and
Bhavya Kailkhura and
Ryan A. Goldhahn},
title = {Less is More: Data Pruning for Faster Adversarial Training},
journal = {CoRR},
volume = {abs/2302.12366},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12366},
doi = {10.48550/ARXIV.2302.12366},
eprinttype = {arXiv},
eprint = {2302.12366},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01379,
author = {Jinhao Duan and
Hao Cheng and
Shiqi Wang and
Chenan Wang and
Alex Zavalny and
Renjing Xu and
Bhavya Kailkhura and
Kaidi Xu},
title = {Shifting Attention to Relevance: Towards the Uncertainty Estimation
of Large Language Models},
journal = {CoRR},
volume = {abs/2307.01379},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01379},
doi = {10.48550/ARXIV.2307.01379},
eprinttype = {arXiv},
eprint = {2307.01379},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08551,
author = {Akshay Mehra and
Yunbei Zhang and
Bhavya Kailkhura and
Jihun Hamm},
title = {On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization},
journal = {CoRR},
volume = {abs/2307.08551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08551},
doi = {10.48550/ARXIV.2307.08551},
eprinttype = {arXiv},
eprint = {2307.08551},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08657,
author = {Kelsey Lieberman and
James Diffenderfer and
Charles Godfrey and
Bhavya Kailkhura},
title = {Neural Image Compression: Generalization, Robustness, and Spectral
Biases},
journal = {CoRR},
volume = {abs/2307.08657},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08657},
doi = {10.48550/ARXIV.2307.08657},
eprinttype = {arXiv},
eprint = {2307.08657},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13302,
author = {Hao Cheng and
Jiahang Cao and
Erjia Xiao and
Pu Zhao and
Mengshu Sun and
Jiaxu Wang and
Jize Zhang and
Xue Lin and
Bhavya Kailkhura and
Kaidi Xu and
Renjing Xu},
title = {Gaining the Sparse Rewards by Exploring Binary Lottery Tickets in
Spiking Neural Network},
journal = {CoRR},
volume = {abs/2309.13302},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13302},
doi = {10.48550/ARXIV.2309.13302},
eprinttype = {arXiv},
eprint = {2309.13302},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02025,
author = {Aochuan Chen and
Yimeng Zhang and
Jinghan Jia and
James Diffenderfer and
Jiancheng Liu and
Konstantinos Parasyris and
Yihua Zhang and
Zheng Zhang and
Bhavya Kailkhura and
Sijia Liu},
title = {DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training},
journal = {CoRR},
volume = {abs/2310.02025},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02025},
doi = {10.48550/ARXIV.2310.02025},
eprinttype = {arXiv},
eprint = {2310.02025},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05914,
author = {Neel Jain and
Ping{-}yeh Chiang and
Yuxin Wen and
John Kirchenbauer and
Hong{-}Min Chu and
Gowthami Somepalli and
Brian R. Bartoldson and
Bhavya Kailkhura and
Avi Schwarzschild and
Aniruddha Saha and
Micah Goldblum and
Jonas Geiping and
Tom Goldstein},
title = {NEFTune: Noisy Embeddings Improve Instruction Finetuning},
journal = {CoRR},
volume = {abs/2310.05914},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05914},
doi = {10.48550/ARXIV.2310.05914},
eprinttype = {arXiv},
eprint = {2310.05914},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07506,
author = {Haizhong Zheng and
Jiachen Sun and
Shutong Wu and
Bhavya Kailkhura and
Zhuoqing Mao and
Chaowei Xiao and
Atul Prakash},
title = {Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation},
journal = {CoRR},
volume = {abs/2310.07506},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07506},
doi = {10.48550/ARXIV.2310.07506},
eprinttype = {arXiv},
eprint = {2310.07506},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16295,
author = {Zhimin Li and
Shusen Liu and
Bhavya Kailkhura and
Timo Bremer and
Valerio Pascucci},
title = {Instance-wise Linearization of Neural Network for Model Interpretation},
journal = {CoRR},
volume = {abs/2310.16295},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16295},
doi = {10.48550/ARXIV.2310.16295},
eprinttype = {arXiv},
eprint = {2310.16295},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12060,
author = {Hao Cheng and
Jiahang Cao and
Erjia Xiao and
Mengshu Sun and
Le Yang and
Jize Zhang and
Xue Lin and
Bhavya Kailkhura and
Kaidi Xu and
Renjing Xu},
title = {Pursing the Sparse Limitation of Spiking Deep Learning Structures},
journal = {CoRR},
volume = {abs/2311.12060},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12060},
doi = {10.48550/ARXIV.2311.12060},
eprinttype = {arXiv},
eprint = {2311.12060},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06900,
author = {Gourav Datta and
Zeyu Liu and
James Diffenderfer and
Bhavya Kailkhura and
Peter A. Beerel},
title = {When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate,
{\&} Energy-Efficient Spiking Neural Networks from Artificial
Neural Networks},
journal = {CoRR},
volume = {abs/2312.06900},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06900},
doi = {10.48550/ARXIV.2312.06900},
eprinttype = {arXiv},
eprint = {2312.06900},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-13131,
author = {Edoardo Debenedetti and
Zishen Wan and
Maksym Andriushchenko and
Vikash Sehwag and
Kshitij Bhardwaj and
Bhavya Kailkhura},
title = {Scaling Compute Is Not All You Need for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2312.13131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.13131},
doi = {10.48550/ARXIV.2312.13131},
eprinttype = {arXiv},
eprint = {2312.13131},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-13131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/PetersonBKRSWAA22,
author = {J. Luc Peterson and
Benjamin Bay and
Joe Koning and
Peter B. Robinson and
Jessica Semler and
Jeremy White and
Rushil Anirudh and
Kevin Athey and
Peer{-}Timo Bremer and
Francesco Di Natale and
David Fox and
Jim A. Gaffney and
Sam Ade Jacobs and
Bhavya Kailkhura and
Bogdan Kustowski and
Steve H. Langer and
Brian K. Spears and
Jayaraman J. Thiagarajan and
Brian Van Essen and
Jae{-}Seung Yeom},
title = {Enabling machine learning-ready {HPC} ensembles with Merlin},
journal = {Future Gener. Comput. Syst.},
volume = {131},
pages = {255--268},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.01.024},
doi = {10.1016/J.FUTURE.2022.01.024},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/PetersonBKRSWAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/AntoniukLKH22,
author = {Evan R. Antoniuk and
Peggy Li and
Bhavya Kailkhura and
Anna M. Hiszpanski},
title = {Representing Polymers as Periodic Graphs with Learned Descriptors
for Accurate Polymer Property Predictions},
journal = {J. Chem. Inf. Model.},
volume = {62},
number = {22},
pages = {5435--5445},
year = {2022},
url = {https://doi.org/10.1021/acs.jcim.2c00875},
doi = {10.1021/ACS.JCIM.2C00875},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/AntoniukLKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiKGRV22,
author = {Qunwei Li and
Bhavya Kailkhura and
Ryan A. Goldhahn and
Priyadip Ray and
Pramod K. Varshney},
title = {Robust Decentralized Learning Using {ADMM} With Unreliable Agents},
journal = {{IEEE} Trans. Signal Process.},
volume = {70},
pages = {2743--2757},
year = {2022},
url = {https://doi.org/10.1109/TSP.2022.3178655},
doi = {10.1109/TSP.2022.3178655},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/LiKGRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/BhardwajDKG22,
author = {Kshitij Bhardwaj and
James Diffenderfer and
Bhavya Kailkhura and
Maya B. Gokhale},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Ioana Vatajelu},
title = {Unsupervised Test-Time Adaptation of Deep Neural Networks at the Edge:
{A} Case Study},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {412--417},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774580},
doi = {10.23919/DATE54114.2022.9774580},
timestamp = {Wed, 25 May 2022 22:56:19 +0200},
biburl = {https://dblp.org/rec/conf/date/BhardwajDKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/WangYMLLK22,
author = {Siyue Wang and
Geng Yuan and
Xiaolong Ma and
Yanyu Li and
Xue Lin and
Bhavya Kailkhura},
editor = {Cristiana Bolchini and
Ingrid Verbauwhede and
Ioana Vatajelu},
title = {Fault-Tolerant Deep Neural Networks for Processing-In-Memory based
Autonomous Edge Systems},
booktitle = {2022 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2022, Antwerp, Belgium, March 14-23, 2022},
pages = {424--429},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/DATE54114.2022.9774523},
doi = {10.23919/DATE54114.2022.9774523},
timestamp = {Wed, 25 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/date/WangYMLLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SunMKCHHM22,
author = {Jiachen Sun and
Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Dan Hendrycks and
Jihun Hamm and
Z. Morley Mao},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {A Spectral View of Randomized Smoothing Under Common Corruptions:
Benchmarking and Improving Certified Robustness},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13664},
pages = {654--671},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19772-7\_38},
doi = {10.1007/978-3-031-19772-7\_38},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/SunMKCHHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuL0KKZ022,
author = {Fan Wu and
Linyi Li and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=psh0oeMSBiF},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/WuL0KKZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangLXK0L22,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Bhavya Kailkhura and
Tao Xie and
Bo Li},
title = {On the Certified Robustness for Ensemble Models and Beyond},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=tUa4REjGjTf},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/YangLXK0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispass/BhardwajDKG22,
author = {Kshitij Bhardwaj and
James Diffenderfer and
Bhavya Kailkhura and
Maya B. Gokhale},
title = {Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation
on Edge Devices},
booktitle = {International {IEEE} Symposium on Performance Analysis of Systems
and Software, {ISPASS} 2022, Singapore, May 22-24, 2022},
pages = {236--238},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISPASS55109.2022.00033},
doi = {10.1109/ISPASS55109.2022.00033},
timestamp = {Mon, 04 Jul 2022 17:06:18 +0200},
biburl = {https://dblp.org/rec/conf/ispass/BhardwajDKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Fridovich-KeilB22,
author = {Sara Fridovich{-}Keil and
Brian R. Bartoldson and
James Diffenderfer and
Bhavya Kailkhura and
Timo Bremer},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Models Out of Line: {A} Fourier Lens on Distribution Shift Robustness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/48736dba3b8d933fabbfdb4f22a7be71-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Fridovich-KeilB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ChengXLZWLKG22,
author = {Hao Cheng and
Kaidi Xu and
Zhengang Li and
Pu Zhao and
Chenan Wang and
Xue Lin and
Bhavya Kailkhura and
Ryan A. Goldhahn},
title = {More or Less (MoL): Defending against Multiple Perturbation Attacks
on Deep Neural Networks through Model Ensemble and Compression},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACV} - Workshops, Waikoloa, HI, USA, January 4-8, 2022},
pages = {645--655},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACVW54805.2022.00071},
doi = {10.1109/WACVW54805.2022.00071},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ChengXLZWLKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12296,
author = {Jiachen Sun and
Qingzhao Zhang and
Bhavya Kailkhura and
Zhiding Yu and
Chaowei Xiao and
Z. Morley Mao},
title = {Benchmarking Robustness of 3D Point Cloud Recognition Against Common
Corruptions},
journal = {CoRR},
volume = {abs/2201.12296},
year = {2022},
url = {https://arxiv.org/abs/2201.12296},
eprinttype = {arXiv},
eprint = {2201.12296},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08398,
author = {Fan Wu and
Linyi Li and
Chejian Xu and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
journal = {CoRR},
volume = {abs/2203.08398},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08398},
doi = {10.48550/ARXIV.2203.08398},
eprinttype = {arXiv},
eprint = {2203.08398},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11295,
author = {Kshitij Bhardwaj and
James Diffenderfer and
Bhavya Kailkhura and
Maya B. Gokhale},
title = {Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation
on Edge Devices},
journal = {CoRR},
volume = {abs/2203.11295},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11295},
doi = {10.48550/ARXIV.2203.11295},
eprinttype = {arXiv},
eprint = {2203.11295},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16615,
author = {Ziyi Chen and
Bhavya Kailkhura and
Yi Zhou},
title = {A Fast and Convergent Proximal Algorithm for Regularized Nonconvex
and Nonsmooth Bi-level Optimization},
journal = {CoRR},
volume = {abs/2203.16615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16615},
doi = {10.48550/ARXIV.2203.16615},
eprinttype = {arXiv},
eprint = {2203.16615},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13757,
author = {Evan R. Antoniuk and
Peggy Li and
Bhavya Kailkhura and
Anna M. Hiszpanski},
title = {Representing Polymers as Periodic Graphs with Learned Descriptors
for Accurate Polymer Property Predictions},
journal = {CoRR},
volume = {abs/2205.13757},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13757},
doi = {10.48550/ARXIV.2205.13757},
eprinttype = {arXiv},
eprint = {2205.13757},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02785,
author = {Ioannis C. Tsaknakis and
Bhavya Kailkhura and
Sijia Liu and
Donald Loveland and
James Diffenderfer and
Anna Maria Hiszpanski and
Mingyi Hong},
title = {Zeroth-Order SciML: Non-intrusive Integration of Scientific Software
with Deep Learning},
journal = {CoRR},
volume = {abs/2206.02785},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02785},
doi = {10.48550/ARXIV.2206.02785},
eprinttype = {arXiv},
eprint = {2206.02785},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07736,
author = {Tejas Gokhale and
Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Chitta Baral and
Yezhou Yang},
title = {Improving Diversity with Adversarially Learned Transformations for
Domain Generalization},
journal = {CoRR},
volume = {abs/2206.07736},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07736},
doi = {10.48550/ARXIV.2206.07736},
eprinttype = {arXiv},
eprint = {2206.07736},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07918,
author = {Zhimin Li and
Shusen Liu and
Xin Yu and
Bhavya Kailkhura and
Jie Cao and
James Daniel Diffenderfer and
Peer{-}Timo Bremer and
Valerio Pascucci},
title = {"Understanding Robustness Lottery": {A} Comparative Visual
Analysis of Neural Network Pruning Approaches},
journal = {CoRR},
volume = {abs/2206.07918},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07918},
doi = {10.48550/ARXIV.2206.07918},
eprinttype = {arXiv},
eprint = {2206.07918},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12364,
author = {Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Jihun Hamm},
title = {On Certifying and Improving Generalization to Unseen Domains},
journal = {CoRR},
volume = {abs/2206.12364},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12364},
doi = {10.48550/ARXIV.2206.12364},
eprinttype = {arXiv},
eprint = {2206.12364},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04075,
author = {Sara Fridovich{-}Keil and
Brian R. Bartoldson and
James Diffenderfer and
Bhavya Kailkhura and
Peer{-}Timo Bremer},
title = {Models Out of Line: {A} Fourier Lens on Distribution Shift Robustness},
journal = {CoRR},
volume = {abs/2207.04075},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04075},
doi = {10.48550/ARXIV.2207.04075},
eprinttype = {arXiv},
eprint = {2207.04075},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12839,
author = {Hao Cheng and
Pu Zhao and
Yize Li and
Xue Lin and
James Diffenderfer and
Ryan A. Goldhahn and
Bhavya Kailkhura},
title = {Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training,
and Inference Speed},
journal = {CoRR},
volume = {abs/2209.12839},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12839},
doi = {10.48550/ARXIV.2209.12839},
eprinttype = {arXiv},
eprint = {2209.12839},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06640,
author = {Brian R. Bartoldson and
Bhavya Kailkhura and
Davis W. Blalock},
title = {Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities},
journal = {CoRR},
volume = {abs/2210.06640},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06640},
doi = {10.48550/ARXIV.2210.06640},
eprinttype = {arXiv},
eprint = {2210.06640},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KailkhuraCL021,
author = {Bhavya Kailkhura and
Pin{-}Yu Chen and
Xue Lin and
Bo Li},
title = {Editorial: Safe and Trustworthy Machine Learning},
journal = {Frontiers Big Data},
volume = {4},
pages = {731605},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.731605},
doi = {10.3389/FDATA.2021.731605},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KailkhuraCL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/SongTK21,
author = {Hoseung Song and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura},
title = {Preventing Failures by Dataset Shift Detection in Safety-Critical
Graph Applications},
journal = {Frontiers Artif. Intell.},
volume = {4},
pages = {589632},
year = {2021},
url = {https://doi.org/10.3389/frai.2021.589632},
doi = {10.3389/FRAI.2021.589632},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/SongTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LiKAZZLHV21,
author = {Qunwei Li and
Bhavya Kailkhura and
Rushil Anirudh and
Jize Zhang and
Yi Zhou and
Yingbin Liang and
Thomas Yong{-}Jin Han and
Pramod K. Varshney},
title = {{MR-GAN:} Manifold Regularized Generative Adversarial Networks for
Scientific Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {4},
pages = {1197--1222},
year = {2021},
url = {https://doi.org/10.1137/20M1344299},
doi = {10.1137/20M1344299},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/LiKAZZLHV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MunirajuKTBTS21,
author = {Gowtham Muniraju and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer and
Cihan Tepedelenlioglu and
Andreas Spanias},
title = {Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {3},
pages = {1241--1253},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2982936},
doi = {10.1109/TNNLS.2020.2982936},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MunirajuKTBTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GokhaleAKTBY21,
author = {Tejas Gokhale and
Rushil Anirudh and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Chitta Baral and
Yezhou Yang},
title = {Attribute-Guided Adversarial Training for Robustness to Natural Perturbations},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7574--7582},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16927},
doi = {10.1609/AAAI.V35I9.16927},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GokhaleAKTBY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LiWXRK00021,
author = {Linyi Li and
Maurice Weber and
Xiaojun Xu and
Luka Rimanic and
Bhavya Kailkhura and
Tao Xie and
Ce Zhang and
Bo Li},
editor = {Yongdae Kim and
Jong Kim and
Giovanni Vigna and
Elaine Shi},
title = {{TSS:} Transformation-Specific Smoothing for Robustness Certification},
booktitle = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, Republic of Korea, November 15 - 19, 2021},
pages = {535--557},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460120.3485258},
doi = {10.1145/3460120.3485258},
timestamp = {Tue, 16 Nov 2021 12:59:46 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LiWXRK00021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Jia0SXDK00S21,
author = {Ruoxi Jia and
Fan Wu and
Xuehui Sun and
Jiacen Xu and
David Dao and
Bhavya Kailkhura and
Ce Zhang and
Bo Li and
Dawn Song},
title = {Scalability vs. Utility: Do We Have To Sacrifice One for the Other
in Data Importance Quantification?},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {8239--8247},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Jia\_Scalability\_vs.\_Utility\_Do\_We\_Have\_To\_Sacrifice\_One\_for\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00814},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Jia0SXDK00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MehraKCH21,
author = {Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Jihun Hamm},
title = {How Robust Are Randomized Smoothing Based Defenses to Data Poisoning?},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {13244--13253},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Mehra\_How\_Robust\_Are\_Randomized\_Smoothing\_Based\_Defenses\_to\_Data\_Poisoning\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01304},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MehraKCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SunLXQKL021,
author = {Mingjie Sun and
Zichao Li and
Chaowei Xiao and
Haonan Qiu and
Bhavya Kailkhura and
Mingyan Liu and
Bo Li},
title = {Can Shape Structure Features Improve Model Robustness under Diverse
Adversarial Settings?},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {7506--7515},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00743},
doi = {10.1109/ICCV48922.2021.00743},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SunLXQKL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DiffenderferK21,
author = {James Diffenderfer and
Bhavya Kailkhura},
title = {Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural
Networks by Pruning {A} Randomly Weighted Network},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=U\_mat0b9iv},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DiffenderferK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/ChenKGZ21,
author = {Cheng Chen and
Bhavya Kailkhura and
Ryan A. Goldhahn and
Yi Zhou},
title = {Certifiably-Robust Federated Adversarial Learning via Randomized Smoothing},
booktitle = {{IEEE} 18th International Conference on Mobile Ad Hoc and Smart Systems,
{MASS} 2021, Denver, CO, USA, October 4-7, 2021},
pages = {173--179},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MASS52906.2021.00032},
doi = {10.1109/MASS52906.2021.00032},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mass/ChenKGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiffenderferBCZ21,
author = {James Diffenderfer and
Brian R. Bartoldson and
Shreya Chaganti and
Jize Zhang and
Bhavya Kailkhura},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution
Robustness},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {664--676},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0607f4c705595b911a4f3e7a127b44e0-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DiffenderferBCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LongWYKZGL21,
author = {Yunhui Long and
Boxin Wang and
Zhuolin Yang and
Bhavya Kailkhura and
Aston Zhang and
Carl A. Gunter and
Bo Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{G-PATE:} Scalable Differentially Private Data Generator via Private
Aggregation of Teacher Discriminators},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2965--2977},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/171ae1bbb81475eb96287dd78565b38b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LongWYKZGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MehraKCH21,
author = {Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Jihun Hamm},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Understanding the Limits of Unsupervised Domain Adaptation via Data
Poisoning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17347--17359},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/90cc440b1b8caa520c562ac4e4bbcb51-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MehraKCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MallickDKJH21,
author = {Ankur Mallick and
Chaitanya Dwivedi and
Bhavya Kailkhura and
Gauri Joshi and
Thomas Yong{-}Jin Han},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Deep kernels with probabilistic embeddings for small-data learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {918--928},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/mallick21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/MallickDKJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05950,
author = {Xiaoyang Wang and
Bo Li and
Yibo Zhang and
Bhavya Kailkhura and
Klara Nahrstedt},
title = {Robusta: Robust AutoML for Feature Selection via Reinforcement Learning},
journal = {CoRR},
volume = {abs/2101.05950},
year = {2021},
url = {https://arxiv.org/abs/2101.05950},
eprinttype = {arXiv},
eprint = {2101.05950},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09377,
author = {James Diffenderfer and
Bhavya Kailkhura},
title = {Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural
Networks by Pruning {A} Randomly Weighted Network},
journal = {CoRR},
volume = {abs/2103.09377},
year = {2021},
url = {https://arxiv.org/abs/2103.09377},
eprinttype = {arXiv},
eprint = {2103.09377},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16031,
author = {Cheng Chen and
Bhavya Kailkhura and
Ryan A. Goldhahn and
Yi Zhou},
title = {Certifiably-Robust Federated Adversarial Learning via Randomized Smoothing},
journal = {CoRR},
volume = {abs/2103.16031},
year = {2021},
url = {https://arxiv.org/abs/2103.16031},
eprinttype = {arXiv},
eprint = {2103.16031},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10586,
author = {Hao Cheng and
Kaidi Xu and
Chenan Wang and
Xue Lin and
Bhavya Kailkhura and
Ryan A. Goldhahn},
title = {Mixture of Robust Experts (MoRE): {A} Flexible Defense Against Multiple
Perturbations},
journal = {CoRR},
volume = {abs/2104.10586},
year = {2021},
url = {https://arxiv.org/abs/2104.10586},
eprinttype = {arXiv},
eprint = {2104.10586},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09129,
author = {James Diffenderfer and
Brian R. Bartoldson and
Shreya Chaganti and
Jize Zhang and
Bhavya Kailkhura},
title = {A Winning Hand: Compressing Deep Networks Can Improve Out-Of-Distribution
Robustness},
journal = {CoRR},
volume = {abs/2106.09129},
year = {2021},
url = {https://arxiv.org/abs/2106.09129},
eprinttype = {arXiv},
eprint = {2106.09129},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13427,
author = {Donald Loveland and
Shusen Liu and
Bhavya Kailkhura and
Anna M. Hiszpanski and
Yong Han},
title = {Reliable Graph Neural Network Explanations Through Adversarial Training},
journal = {CoRR},
volume = {abs/2106.13427},
year = {2021},
url = {https://arxiv.org/abs/2106.13427},
eprinttype = {arXiv},
eprint = {2106.13427},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03919,
author = {Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Jihun Hamm},
title = {Understanding the Limits of Unsupervised Domain Adaptation via Data
Poisoning},
journal = {CoRR},
volume = {abs/2107.03919},
year = {2021},
url = {https://arxiv.org/abs/2107.03919},
eprinttype = {arXiv},
eprint = {2107.03919},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10873,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Bhavya Kailkhura and
Tao Xie and
Bo Li},
title = {On the Certified Robustness for Ensemble Models and Beyond},
journal = {CoRR},
volume = {abs/2107.10873},
year = {2021},
url = {https://arxiv.org/abs/2107.10873},
eprinttype = {arXiv},
eprint = {2107.10873},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00659,
author = {Jiachen Sun and
Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Dan Hendrycks and
Jihun Hamm and
Z. Morley Mao},
title = {Certified Adversarial Defenses Meet Out-of-Distribution Corruptions:
Benchmarking Robustness and Simple Baselines},
journal = {CoRR},
volume = {abs/2112.00659},
year = {2021},
url = {https://arxiv.org/abs/2112.00659},
eprinttype = {arXiv},
eprint = {2112.00659},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BulusuKLVS20,
author = {Saikiran Bulusu and
Bhavya Kailkhura and
Bo Li and
Pramod K. Varshney and
Dawn Song},
title = {Anomalous Example Detection in Deep Learning: {A} Survey},
journal = {{IEEE} Access},
volume = {8},
pages = {132330--132347},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3010274},
doi = {10.1109/ACCESS.2020.3010274},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BulusuKLVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/AnirudhTKB20,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Peer{-}Timo Bremer},
title = {MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking},
journal = {Int. J. Comput. Vis.},
volume = {128},
number = {10},
pages = {2459--2477},
year = {2020},
url = {https://doi.org/10.1007/s11263-020-01310-5},
doi = {10.1007/S11263-020-01310-5},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/AnirudhTKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HiszpanskiGCLLK20,
author = {Anna M. Hiszpanski and
Brian Gallagher and
Karthik Chellappan and
Peggy Li and
Shusen Liu and
Hyojin Kim and
Jinkyu Han and
Bhavya Kailkhura and
David J. Buttler and
Thomas Yong{-}Jin Han},
title = {Nanomaterial Synthesis Insights from Machine Learning of Scientific
Articles by Extracting, Structuring, and Visualizing Knowledge},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {6},
pages = {2876--2887},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.0c00199},
doi = {10.1021/ACS.JCIM.0C00199},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/HiszpanskiGCLLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/LovelandKKHH20,
author = {Donald Loveland and
Bhavya Kailkhura and
Piyush Karande and
Anna M. Hiszpanski and
Thomas Yong{-}Jin Han},
title = {Automated Identification of Molecular Crystals' Packing Motifs},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {12},
pages = {6147--6154},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.0c01134},
doi = {10.1021/ACS.JCIM.0C01134},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/LovelandKKHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/LiuCKZHV20,
author = {Sijia Liu and
Pin{-}Yu Chen and
Bhavya Kailkhura and
Gaoyuan Zhang and
Alfred O. Hero III and
Pramod K. Varshney},
title = {A Primer on Zeroth-Order Optimization in Signal Processing and Machine
Learning: Principals, Recent Advances, and Applications},
journal = {{IEEE} Signal Process. Mag.},
volume = {37},
number = {5},
pages = {43--54},
year = {2020},
url = {https://doi.org/10.1109/MSP.2020.3003837},
doi = {10.1109/MSP.2020.3003837},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/LiuCKZHV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/SattigeriRTK20,
author = {Prasanna Sattigeri and
Karthikeyan Natesan Ramamurthy and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura},
editor = {Michael B. Matthews},
title = {Treeview and Disentangled Representations for Explaining Deep Neural
Networks Decisions},
booktitle = {54th Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2020, Pacific Grove, CA, USA, November 1-4, 2020},
pages = {284--288},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IEEECONF51394.2020.9443487},
doi = {10.1109/IEEECONF51394.2020.9443487},
timestamp = {Tue, 08 Jun 2021 13:24:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/SattigeriRTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ChenCZK20,
author = {Cheng Chen and
Ziyi Chen and
Yi Zhou and
Bhavya Kailkhura},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {5017--5026},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377960},
doi = {10.1109/BIGDATA50022.2020.9377960},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ChenCZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Xu0CSDKL20,
author = {Kaidi Xu and
Sijia Liu and
Pin{-}Yu Chen and
Mengshu Sun and
Caiwen Ding and
Bhavya Kailkhura and
Xue Lin},
title = {Towards an Efficient and General Framework of Robust Training for
Graph Neural Networks},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {8479--8483},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054465},
doi = {10.1109/ICASSP40776.2020.9054465},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Xu0CSDKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanYLKJ0CL20,
author = {Boyuan Pan and
Yazheng Yang and
Kaizhao Liang and
Bhavya Kailkhura and
Zhongming Jin and
Xian{-}Sheng Hua and
Deng Cai and
Bo Li},
title = {Adversarial Mutual Information for Text Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7476--7486},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pan20a.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PanYLKJ0CL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangKH20,
author = {Jize Zhang and
Bhavya Kailkhura and
Thomas Yong{-}Jin Han},
title = {Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration
in Deep Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11117--11128},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20k.html},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KailkhuraTLZZB20,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Qunwei Li and
Jize Zhang and
Yi Zhou and
Timo Bremer},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Statistical Mechanics Framework for Task-Agnostic Sample Design
in Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8a7129b8f3edd95b7d969dfc2c8e9d9d-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KailkhuraTLZZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuS0WCHKLH20,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Yihan Wang and
Kai{-}Wei Chang and
Minlie Huang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Automatic Perturbation Analysis for Scalable Certified Robustness
and Beyond},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0cbc5671ae26f67871cb914d81ef8fc1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuS0WCHKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10947,
author = {Kaidi Xu and
Sijia Liu and
Pin{-}Yu Chen and
Mengshu Sun and
Caiwen Ding and
Bhavya Kailkhura and
Xue Lin},
title = {Towards an Efficient and General Framework of Robust Training for
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2002.10947},
year = {2020},
url = {https://arxiv.org/abs/2002.10947},
eprinttype = {arXiv},
eprint = {2002.10947},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12920,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Minlie Huang and
Kai{-}Wei Chang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
title = {Automatic Perturbation Analysis on General Computational Graphs},
journal = {CoRR},
volume = {abs/2002.12920},
year = {2020},
url = {https://arxiv.org/abs/2002.12920},
eprinttype = {arXiv},
eprint = {2002.12920},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06979,
author = {Saikiran Bulusu and
Bhavya Kailkhura and
Bo Li and
Pramod K. Varshney and
Dawn Song},
title = {Anomalous Instance Detection in Deep Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2003.06979},
year = {2020},
url = {https://arxiv.org/abs/2003.06979},
eprinttype = {arXiv},
eprint = {2003.06979},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-07329,
author = {Jize Zhang and
Bhavya Kailkhura and
Thomas Yong{-}Jin Han},
title = {Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration
in Deep Learning},
journal = {CoRR},
volume = {abs/2003.07329},
year = {2020},
url = {https://arxiv.org/abs/2003.07329},
eprinttype = {arXiv},
eprint = {2003.07329},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-07329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06224,
author = {Sijia Liu and
Pin{-}Yu Chen and
Bhavya Kailkhura and
Gaoyuan Zhang and
Alfred O. Hero III and
Pramod K. Varshney},
title = {A Primer on Zeroth-Order Optimization in Signal Processing and Machine
Learning},
journal = {CoRR},
volume = {abs/2006.06224},
year = {2020},
url = {https://arxiv.org/abs/2006.06224},
eprinttype = {arXiv},
eprint = {2006.06224},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16533,
author = {Shusen Liu and
Bhavya Kailkhura and
Jize Zhang and
Anna M. Hiszpanski and
Emily Robertson and
Donald Loveland and
Thomas Yong{-}Jin Han},
title = {Actionable Attribution Maps for Scientific Machine Learning},
journal = {CoRR},
volume = {abs/2006.16533},
year = {2020},
url = {https://arxiv.org/abs/2006.16533},
eprinttype = {arXiv},
eprint = {2006.16533},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00067,
author = {Boyuan Pan and
Yazheng Yang and
Kaizhao Liang and
Bhavya Kailkhura and
Zhongming Jin and
Xian{-}Sheng Hua and
Deng Cai and
Bo Li},
title = {Adversarial Mutual Information for Text Generation},
journal = {CoRR},
volume = {abs/2007.00067},
year = {2020},
url = {https://arxiv.org/abs/2007.00067},
eprinttype = {arXiv},
eprint = {2007.00067},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08631,
author = {Shusen Liu and
Bhavya Kailkhura and
Jize Zhang and
Anna M. Hiszpanski and
Emily Robertson and
Donald Loveland and
Thomas Yong{-}Jin Han},
title = {Explainable Deep Learning for Uncovering Actionable Scientific Insights
for Materials Discovery and Design},
journal = {CoRR},
volume = {abs/2007.08631},
year = {2020},
url = {https://arxiv.org/abs/2007.08631},
eprinttype = {arXiv},
eprint = {2007.08631},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10800,
author = {Ankur Mallick and
Chaitanya Dwivedi and
Bhavya Kailkhura and
Gauri Joshi and
Thomas Yong{-}Jin Han},
title = {Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty
Estimation in Deep Learning},
journal = {CoRR},
volume = {abs/2007.10800},
year = {2020},
url = {https://arxiv.org/abs/2007.10800},
eprinttype = {arXiv},
eprint = {2007.10800},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10748,
author = {Cheng Chen and
Ziyi Chen and
Yi Zhou and
Bhavya Kailkhura},
title = {FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling},
journal = {CoRR},
volume = {abs/2009.10748},
year = {2020},
url = {https://arxiv.org/abs/2009.10748},
eprinttype = {arXiv},
eprint = {2009.10748},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01274,
author = {Akshay Mehra and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Jihun Hamm},
title = {How Robust are Randomized Smoothing based Defenses to Data Poisoning?},
journal = {CoRR},
volume = {abs/2012.01274},
year = {2020},
url = {https://arxiv.org/abs/2012.01274},
eprinttype = {arXiv},
eprint = {2012.01274},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01478,
author = {Jize Zhang and
Bhavya Kailkhura and
Thomas Yong{-}Jin Han},
title = {Leveraging Uncertainty from Deep Learning for Trustworthy Materials
Discovery Workflows},
journal = {CoRR},
volume = {abs/2012.01478},
year = {2020},
url = {https://arxiv.org/abs/2012.01478},
eprinttype = {arXiv},
eprint = {2012.01478},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01806,
author = {Tejas Gokhale and
Rushil Anirudh and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Chitta Baral and
Yezhou Yang},
title = {Attribute-Guided Adversarial Training for Robustness to Natural Perturbations},
journal = {CoRR},
volume = {abs/2012.01806},
year = {2020},
url = {https://arxiv.org/abs/2012.01806},
eprinttype = {arXiv},
eprint = {2012.01806},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/KafleGKWV19,
author = {Swatantra Kafle and
Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed
Sensor Networks},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {5},
number = {1},
pages = {15--30},
year = {2019},
url = {https://doi.org/10.1109/TSIPN.2018.2838038},
doi = {10.1109/TSIPN.2018.2838038},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/KafleGKWV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiLKV19,
author = {Chengxi Li and
Gang Li and
Bhavya Kailkhura and
Pramod K. Varshney},
title = {Secure Distributed Detection of Sparse Signals via Falsification of
Local Compressive Measurements},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {18},
pages = {4696--4706},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2931204},
doi = {10.1109/TSP.2019.2931204},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiLKV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/LiuKLH19,
author = {Shusen Liu and
Bhavya Kailkhura and
Donald Loveland and
Yong Han},
title = {Generative Counterfactual Introspection for Explainable Deep Learning},
booktitle = {2019 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GlobalSIP45357.2019.8969491},
doi = {10.1109/GLOBALSIP45357.2019.8969491},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/LiuKLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Zhao0CHXKL19,
author = {Pu Zhao and
Sijia Liu and
Pin{-}Yu Chen and
Nghia Hoang and
Kaidi Xu and
Bhavya Kailkhura and
Xue Lin},
title = {On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free
Optimization and Operator Splitting Method},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {121--130},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00021},
doi = {10.1109/ICCV.2019.00021},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/Zhao0CHXKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02732,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Qunwei Li and
Peer{-}Timo Bremer},
title = {A Look at the Effect of Sample Design on Generalization through the
Lens of Spectral Analysis},
journal = {CoRR},
volume = {abs/1906.02732},
year = {2019},
url = {http://arxiv.org/abs/1906.02732},
eprinttype = {arXiv},
eprint = {1906.02732},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03077,
author = {Shusen Liu and
Bhavya Kailkhura and
Donald Loveland and
Yong Han},
title = {Generative Counterfactual Introspection for Explainable Deep Learning},
journal = {CoRR},
volume = {abs/1907.03077},
year = {2019},
url = {http://arxiv.org/abs/1907.03077},
eprinttype = {arXiv},
eprint = {1907.03077},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11684,
author = {Pu Zhao and
Sijia Liu and
Pin{-}Yu Chen and
Nghia Hoang and
Kaidi Xu and
Bhavya Kailkhura and
Xue Lin},
title = {On the Design of Black-box Adversarial Examples by Leveraging Gradient-free
Optimization and Operator Splitting Method},
journal = {CoRR},
volume = {abs/1907.11684},
year = {2019},
url = {http://arxiv.org/abs/1907.11684},
eprinttype = {arXiv},
eprint = {1907.11684},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05858,
author = {Ankur Mallick and
Chaitanya Dwivedi and
Bhavya Kailkhura and
Gauri Joshi and
Thomas Yong{-}Jin Han},
title = {Deep Probabilistic Kernels for Sample-Efficient Learning},
journal = {CoRR},
volume = {abs/1910.05858},
year = {2019},
url = {http://arxiv.org/abs/1910.05858},
eprinttype = {arXiv},
eprint = {1910.05858},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02892,
author = {J. Luc Peterson and
Rushil Anirudh and
Kevin Athey and
Benjamin Bay and
Peer{-}Timo Bremer and
Vic Castillo and
Francesco Di Natale and
David Fox and
Jim A. Gaffney and
David Hysom and
Sam Ade Jacobs and
Bhavya Kailkhura and
Joe Koning and
Bogdan Kustowski and
Steven H. Langer and
Peter B. Robinson and
Jessica Semler and
Brian K. Spears and
Jayaraman J. Thiagarajan and
Brian Van Essen and
Jae{-}Seung Yeom},
title = {Merlin: Enabling Machine Learning-Ready {HPC} Ensembles},
journal = {CoRR},
volume = {abs/1912.02892},
year = {2019},
url = {http://arxiv.org/abs/1912.02892},
eprinttype = {arXiv},
eprint = {1912.02892},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07748,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Timo Bremer},
title = {MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking},
journal = {CoRR},
volume = {abs/1912.07748},
year = {2019},
url = {http://arxiv.org/abs/1912.07748},
eprinttype = {arXiv},
eprint = {1912.07748},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/VempatyKV18,
author = {Aditya Vempaty and
Bhavya Kailkhura and
Pramod K. Varshney},
title = {Secure Networked Inference with Unreliable Data Sources},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-2312-6},
doi = {10.1007/978-981-13-2312-6},
isbn = {978-981-13-2311-9},
timestamp = {Fri, 31 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/VempatyKV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KailkhuraTRVB18,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Charvi Rastogi and
Pramod K. Varshney and
Peer{-}Timo Bremer},
title = {A Spectral Approach for the Design of Experiments: Design, Analysis
and Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {34:1--34:46},
year = {2018},
url = {http://jmlr.org/papers/v19/17-735.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KailkhuraTRVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VempatyKV18,
author = {Aditya Vempaty and
Bhavya Kailkhura and
Pramod K. Varshney},
title = {Human-Machine Inference Networks for Smart Decision Making: Opportunities
and Challenges},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6961--6965},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462638},
doi = {10.1109/ICASSP.2018.8462638},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VempatyKV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ThiagarajanAKJI18,
author = {Jayaraman J. Thiagarajan and
Rushil Anirudh and
Bhavya Kailkhura and
Nikhil Jain and
Tanzima Z. Islam and
Abhinav Bhatele and
Jae{-}Seung Yeom and
Todd Gamblin},
title = {{PADDLE:} Performance Analysis Using a Data-Driven Learning Environment},
booktitle = {2018 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2018, Vancouver, BC, Canada, May 21-25, 2018},
pages = {784--793},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/IPDPS.2018.00088},
doi = {10.1109/IPDPS.2018.00088},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/ThiagarajanAKJI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001KCTCA18,
author = {Sijia Liu and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Pai{-}Shun Ting and
Shiyu Chang and
Lisa Amini},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3731--3741},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ba9a56ce0a9bfa26e8ed9e10b2cc8f46-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/0001KCTCA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09626,
author = {Aditya Vempaty and
Bhavya Kailkhura and
Pramod K. Varshney},
title = {Human-Machine Inference Networks For Smart Decision Making: Opportunities
and Challenges},
journal = {CoRR},
volume = {abs/1801.09626},
year = {2018},
url = {http://arxiv.org/abs/1801.09626},
eprinttype = {arXiv},
eprint = {1801.09626},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01221,
author = {Bhavya Kailkhura and
Priyadip Ray and
Deepak Rajan and
Anton Yen and
Peter D. Barnes Jr. and
Ryan A. Goldhahn},
title = {Byzantine-Resilient Locally Optimum Detection Using Collaborative
Autonomous Networks},
journal = {CoRR},
volume = {abs/1803.01221},
year = {2018},
url = {http://arxiv.org/abs/1803.01221},
eprinttype = {arXiv},
eprint = {1803.01221},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07281,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Timo Bremer},
title = {An Unsupervised Approach to Solving Inverse Problems using Generative
Adversarial Networks},
journal = {CoRR},
volume = {abs/1805.07281},
year = {2018},
url = {http://arxiv.org/abs/1805.07281},
eprinttype = {arXiv},
eprint = {1805.07281},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10367,
author = {Sijia Liu and
Bhavya Kailkhura and
Pin{-}Yu Chen and
Pai{-}Shun Ting and
Shiyu Chang and
Lisa Amini},
title = {Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization},
journal = {CoRR},
volume = {abs/1805.10367},
year = {2018},
url = {http://arxiv.org/abs/1805.10367},
eprinttype = {arXiv},
eprint = {1805.10367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01712,
author = {Gowtham Muniraju and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer},
title = {Controlled Random Search Improves Sample Mining and Hyper-Parameter
Optimization},
journal = {CoRR},
volume = {abs/1809.01712},
year = {2018},
url = {http://arxiv.org/abs/1809.01712},
eprinttype = {arXiv},
eprint = {1809.01712},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03733,
author = {Thomas A. Hogan and
Bhavya Kailkhura},
title = {Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity
Defenses},
journal = {CoRR},
volume = {abs/1811.03733},
year = {2018},
url = {http://arxiv.org/abs/1811.03733},
eprinttype = {arXiv},
eprint = {1811.03733},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08484,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Timo Bremer},
title = {MimicGAN: Corruption-Mimicking for Blind Image Recovery {\&} Adversarial
Defense},
journal = {CoRR},
volume = {abs/1811.08484},
year = {2018},
url = {http://arxiv.org/abs/1811.08484},
eprinttype = {arXiv},
eprint = {1811.08484},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10427,
author = {Qunwei Li and
Bhavya Kailkhura and
Rushil Anirudh and
Yi Zhou and
Yingbin Liang and
Pramod K. Varshney},
title = {{MR-GAN:} Manifold Regularized Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1811.10427},
year = {2018},
url = {http://arxiv.org/abs/1811.10427},
eprinttype = {arXiv},
eprint = {1811.10427},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/KailkhuraBV17,
author = {Bhavya Kailkhura and
Swastik Brahma and
Pramod K. Varshney},
title = {Data Falsification Attacks on Consensus-Based Detection Systems},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {3},
number = {1},
pages = {145--158},
year = {2017},
url = {https://doi.org/10.1109/TSIPN.2016.2607119},
doi = {10.1109/TSIPN.2016.2607119},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/KailkhuraBV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KailkhuraWV17,
author = {Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Collaborative Compressive Detection With Physical Layer Secrecy Constraints},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {4},
pages = {1013--1025},
year = {2017},
url = {https://doi.org/10.1109/TSP.2016.2630029},
doi = {10.1109/TSP.2016.2630029},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KailkhuraWV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wcl/KailkhuraTV17,
author = {Bhavya Kailkhura and
Lakshmi Narasimhan Theagarajan and
Pramod K. Varshney},
title = {Subspace-Aware Index Codes},
journal = {{IEEE} Wirel. Commun. Lett.},
volume = {6},
number = {3},
pages = {366--369},
year = {2017},
url = {https://doi.org/10.1109/LWC.2017.2693362},
doi = {10.1109/LWC.2017.2693362},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wcl/KailkhuraTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/KailkhuraRRYBG17,
author = {Bhavya Kailkhura and
Priyadip Ray and
Deepak Rajan and
Anton Yen and
Peter D. Barnes Jr. and
Ryan A. Goldhahn},
title = {Byzantine-Resilient locally optimum detection using collaborative
autonomous networks},
booktitle = {2017 {IEEE} 7th International Workshop on Computational Advances in
Multi-Sensor Adaptive Processing, {CAMSAP} 2017, Cura{\c{c}}ao, The
Netherlands, December 10-13, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CAMSAP.2017.8313059},
doi = {10.1109/CAMSAP.2017.8313059},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/KailkhuraRRYBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AnirudhKTB17,
author = {Rushil Anirudh and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer},
title = {Poisson Disk Sampling on the Grassmannnian: Applications in Subspace
Optimization},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {690--698},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.98},
doi = {10.1109/CVPRW.2017.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/AnirudhKTB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MaratheAJBTKYRG17,
author = {Aniruddha Marathe and
Rushil Anirudh and
Nikhil Jain and
Abhinav Bhatele and
Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Jae{-}Seung Yeom and
Barry Rountree and
Todd Gamblin},
editor = {Bernd Mohr and
Padma Raghavan},
title = {Performance modeling under resource constraints using deep transfer
learning},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2017, Denver, CO, USA, November
12 - 17, 2017},
pages = {31},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3126908.3126969},
doi = {10.1145/3126908.3126969},
timestamp = {Tue, 08 Nov 2022 16:03:02 +0100},
biburl = {https://dblp.org/rec/conf/sc/MaratheAJBTKYRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraTV17,
author = {Bhavya Kailkhura and
Lakshmi Narasimhan Theagarajan and
Pramod K. Varshney},
title = {Subspace-Aware Index Codes},
journal = {CoRR},
volume = {abs/1702.03589},
year = {2017},
url = {http://arxiv.org/abs/1702.03589},
eprinttype = {arXiv},
eprint = {1702.03589},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05241,
author = {Qunwei Li and
Bhavya Kailkhura and
Ryan A. Goldhahn and
Priyadip Ray and
Pramod K. Varshney},
title = {Robust Federated Learning Using {ADMM} in the Presence of Data Falsifying
Byzantines},
journal = {CoRR},
volume = {abs/1710.05241},
year = {2017},
url = {http://arxiv.org/abs/1710.05241},
eprinttype = {arXiv},
eprint = {1710.05241},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06028,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Charvi Rastogi and
Pramod K. Varshney and
Peer{-}Timo Bremer},
title = {A Spectral Approach for the Design of Experiments: Design, Analysis
and Algorithms},
journal = {CoRR},
volume = {abs/1712.06028},
year = {2017},
url = {http://arxiv.org/abs/1712.06028},
eprinttype = {arXiv},
eprint = {1712.06028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/KhanduriKTV16,
author = {Prashant Khanduri and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Pramod K. Varshney},
title = {Universal Collaboration Strategies for Signal Detection: {A} Sparse
Learning Approach},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {10},
pages = {1484--1488},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2601911},
doi = {10.1109/LSP.2016.2601911},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/KhanduriKTV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/KailkhuraTBV16,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer and
Pramod K. Varshney},
title = {Stair blue noise sampling},
journal = {{ACM} Trans. Graph.},
volume = {35},
number = {6},
pages = {248:1--248:10},
year = {2016},
url = {https://doi.org/10.1145/2980179.2982435},
doi = {10.1145/2980179.2982435},
timestamp = {Thu, 11 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/KailkhuraTBV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wcl/KailkhuraLWV16,
author = {Bhavya Kailkhura and
Sijia Liu and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Measurement Matrix Design for Compressed Detection With Secrecy Guarantees},
journal = {{IEEE} Wirel. Commun. Lett.},
volume = {5},
number = {4},
pages = {420--423},
year = {2016},
url = {https://doi.org/10.1109/LWC.2016.2574853},
doi = {10.1109/LWC.2016.2574853},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wcl/KailkhuraLWV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/KafleKWV16,
author = {Swatantra Kafle and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized joint sparsity pattern recovery using 1-bit compressive
sensing},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1354--1358},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7906062},
doi = {10.1109/GLOBALSIP.2016.7906062},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/KafleKWV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KailkhuraTBV16,
author = {Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer and
Pramod K. Varshney},
title = {Theoretical guarantees for poisson disk sampling using pair correlation
function},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2589--2593},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472145},
doi = {10.1109/ICASSP.2016.7472145},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KailkhuraTBV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ThiagarajanSRK16,
author = {Jayaraman J. Thiagarajan and
Prasanna Sattigeri and
Karthikeyan Natesan Ramamurthy and
Bhavya Kailkhura},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Robust Local Scaling Using Conditional Quantiles of Graph Similarities},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {762--769},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0112},
doi = {10.1109/ICDMW.2016.0112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ThiagarajanSRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiKTZV16,
author = {Qunwei Li and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Zhenliang Zhang and
Pramod K. Varshney},
editor = {Oren Anava and
Azadeh Khaleghi and
Marco Cuturi and
Vitaly Kuznetsov and
Alexander Rakhlin},
title = {Influential Node Detection in Implicit Social Networks using Multi-task
Gaussian Copula Models},
booktitle = {Proceedings of the {NIPS} 2016 Time Series Workshop, co-located with
the 30th Annual Conference on Neural Information Processing Systems
{(NIPS} 2016), Barcelona, Spain, December 9, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {55},
pages = {27--37},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v55/li16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiKTZV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhanduriKTV16,
author = {Prashant Khanduri and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Pramod K. Varshney},
title = {Universal Collaboration Strategies for Signal Detection: {A} Sparse
Learning Approach},
journal = {CoRR},
volume = {abs/1601.06201},
year = {2016},
url = {http://arxiv.org/abs/1601.06201},
eprinttype = {arXiv},
eprint = {1601.06201},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhanduriKTV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ThiagarajanKSR16,
author = {Jayaraman J. Thiagarajan and
Bhavya Kailkhura and
Prasanna Sattigeri and
Karthikeyan Natesan Ramamurthy},
title = {TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning},
journal = {CoRR},
volume = {abs/1611.07429},
year = {2016},
url = {http://arxiv.org/abs/1611.07429},
eprinttype = {arXiv},
eprint = {1611.07429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ThiagarajanKSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiKTZV16,
author = {Qunwei Li and
Bhavya Kailkhura and
Jayaraman J. Thiagarajan and
Zhenliang Zhang and
Pramod K. Varshney},
title = {Influential Node Detection in Implicit Social Networks using Multi-task
Gaussian Copula Models},
journal = {CoRR},
volume = {abs/1611.10305},
year = {2016},
url = {http://arxiv.org/abs/1611.10305},
eprinttype = {arXiv},
eprint = {1611.10305},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiKTZV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/KailkhuraNV15,
author = {Bhavya Kailkhura and
V. Sriram Siddhardh Nadendla and
Pramod K. Varshney},
title = {Distributed inference in the presence of eavesdroppers: a survey},
journal = {{IEEE} Commun. Mag.},
volume = {53},
number = {6},
pages = {40--46},
year = {2015},
url = {https://doi.org/10.1109/MCOM.2015.7120015},
doi = {10.1109/MCOM.2015.7120015},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/KailkhuraNV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/KailkhuraHBV15,
author = {Bhavya Kailkhura and
Yunghsiang Sam Han and
Swastik Brahma and
Pramod K. Varshney},
title = {Asymptotic Analysis of Distributed Bayesian Detection with Byzantine
Data},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {5},
pages = {608--612},
year = {2015},
url = {https://doi.org/10.1109/LSP.2014.2365196},
doi = {10.1109/LSP.2014.2365196},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/KailkhuraHBV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KailkhuraVV15,
author = {Bhavya Kailkhura and
Aditya Vempaty and
Pramod K. Varshney},
title = {Distributed Inference in Tree Networks Using Coding Theory},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {14},
pages = {3715--3726},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2434326},
doi = {10.1109/TSP.2015.2434326},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KailkhuraVV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KailkhuraHBV15,
author = {Bhavya Kailkhura and
Yunghsiang Sam Han and
Swastik Brahma and
Pramod K. Varshney},
title = {Distributed Bayesian Detection in the Presence of Byzantine Data},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {19},
pages = {5250--5263},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2450191},
doi = {10.1109/TSP.2015.2450191},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KailkhuraHBV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/GuptaKWLV15,
author = {Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Sijia Liu and
Pramod K. Varshney},
editor = {Michael B. Matthews},
title = {Joint sparsity pattern recovery with 1-bit compressive sensing in
sensor networks},
booktitle = {49th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2015, Pacific Grove, CA, USA, November 8-11, 2015},
pages = {1472--1476},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ACSSC.2015.7421389},
doi = {10.1109/ACSSC.2015.7421389},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/GuptaKWLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraWV15,
author = {Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Collaborative Compressive Detection with Physical Layer Secrecy Constraints},
journal = {CoRR},
volume = {abs/1502.05370},
year = {2015},
url = {http://arxiv.org/abs/1502.05370},
eprinttype = {arXiv},
eprint = {1502.05370},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraWV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraNV15,
author = {Bhavya Kailkhura and
V. Sriram Siddhardh Nadendla and
Pramod K. Varshney},
title = {Distributed Inference in the Presence of Eavesdroppers: {A} Survey},
journal = {CoRR},
volume = {abs/1502.05448},
year = {2015},
url = {http://arxiv.org/abs/1502.05448},
eprinttype = {arXiv},
eprint = {1502.05448},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraNV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraBV15,
author = {Bhavya Kailkhura and
Swastik Brahma and
Pramod K. Varshney},
title = {Consensus based Detection in the Presence of Data Falsification Attacks},
journal = {CoRR},
volume = {abs/1504.03413},
year = {2015},
url = {http://arxiv.org/abs/1504.03413},
eprinttype = {arXiv},
eprint = {1504.03413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraBV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraLWV15,
author = {Bhavya Kailkhura and
Sijia Liu and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Measurement Matrix Design for Compressive Detection with Secrecy Guarantees},
journal = {CoRR},
volume = {abs/1506.00238},
year = {2015},
url = {http://arxiv.org/abs/1506.00238},
eprinttype = {arXiv},
eprint = {1506.00238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraLWV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuptaKWV15,
author = {Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in
Sensor Networks},
journal = {CoRR},
volume = {abs/1506.00540},
year = {2015},
url = {http://arxiv.org/abs/1506.00540},
eprinttype = {arXiv},
eprint = {1506.00540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuptaKWV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KailkhuraBHV14,
author = {Bhavya Kailkhura and
Swastik Brahma and
Yunghsiang S. Han and
Pramod K. Varshney},
title = {Distributed Detection in Tree Topologies With Byzantines},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {12},
pages = {3208--3219},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2321735},
doi = {10.1109/TSP.2014.2321735},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KailkhuraBHV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/KailkhuraWV14,
author = {Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
editor = {Michael B. Matthews},
title = {On physical layer secrecy of collaborative compressive detection},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {51--55},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094395},
doi = {10.1109/ACSSC.2014.7094395},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/KailkhuraWV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KailkhuraBV14,
author = {Bhavya Kailkhura and
Swastik Brahma and
Pramod K. Varshney},
title = {On the performance analysis of data fusion schemes with Byzantines},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {7411--7415},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855040},
doi = {10.1109/ICASSP.2014.6855040},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KailkhuraBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/KailkhuraWSV14,
author = {Bhavya Kailkhura and
Thakshila Wimalajeewa and
Lixin Shen and
Pramod K. Varshney},
title = {Distributed Compressive Detection with Perfect Secrecy},
booktitle = {11th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
{MASS} 2014, Philadelphia, PA, USA, October 28-30, 2014},
pages = {674--679},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/MASS.2014.40},
doi = {10.1109/MASS.2014.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mass/KailkhuraWSV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraVV14,
author = {Bhavya Kailkhura and
Aditya Vempaty and
Pramod K. Varshney},
title = {Distributed Inference in Tree Networks using Coding Theory},
journal = {CoRR},
volume = {abs/1407.7150},
year = {2014},
url = {http://arxiv.org/abs/1407.7150},
eprinttype = {arXiv},
eprint = {1407.7150},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraVV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraHBV14,
author = {Bhavya Kailkhura and
Yunghsiang S. Han and
Swastik Brahma and
Pramod K. Varshney},
title = {Asymptotic Analysis of Distributed Bayesian Detection with Byzantine
Data},
journal = {CoRR},
volume = {abs/1408.3434},
year = {2014},
url = {http://arxiv.org/abs/1408.3434},
eprinttype = {arXiv},
eprint = {1408.3434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraHBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraBDHV14,
author = {Bhavya Kailkhura and
Swastik Brahma and
Berkan Dulek and
Yunghsiang S. Han and
Pramod K. Varshney},
title = {Distributed Detection in Tree Networks: Byzantines and Mitigation
Techniques},
journal = {CoRR},
volume = {abs/1410.5904},
year = {2014},
url = {http://arxiv.org/abs/1410.5904},
eprinttype = {arXiv},
eprint = {1410.5904},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraBDHV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KailkhuraBHV13,
author = {Bhavya Kailkhura and
Swastik Brahma and
Yunghsiang S. Han and
Pramod K. Varshney},
title = {Optimal distributed detection in the presence of Byzantines},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {2925--2929},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638193},
doi = {10.1109/ICASSP.2013.6638193},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KailkhuraBHV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/KailkhuraBV13,
author = {Bhavya Kailkhura and
Swastik Brahma and
Pramod K. Varshney},
title = {Optimal Byzantine attacks on distributed detection in tree-based topologies},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2013, San Diego, CA, USA, January 28-31, 2013},
pages = {227--231},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCNC.2013.6504085},
doi = {10.1109/ICCNC.2013.6504085},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccnc/KailkhuraBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraHBV13,
author = {Bhavya Kailkhura and
Yunghsiang S. Han and
Swastik Brahma and
Pramod K. Varshney},
title = {Distributed Bayesian Detection with Byzantine Data},
journal = {CoRR},
volume = {abs/1307.3544},
year = {2013},
url = {http://arxiv.org/abs/1307.3544},
eprinttype = {arXiv},
eprint = {1307.3544},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraHBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KailkhuraBHV13,
author = {Bhavya Kailkhura and
Swastik Brahma and
Yunghsiang S. Han and
Pramod K. Varshney},
title = {Distributed Detection in Tree Topologies with Byzantines},
journal = {CoRR},
volume = {abs/1309.4513},
year = {2013},
url = {http://arxiv.org/abs/1309.4513},
eprinttype = {arXiv},
eprint = {1309.4513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KailkhuraBHV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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