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ORCIDBibTeX records: U. N. Niranjan
@article{DBLP:journals/corr/abs-2403-02745,
author = {Son The Nguyen and
Uma{-}Naresh Niranjan and
Theja Tulabandhula},
title = {{CURATRON:} Complete Robust Preference Data for Robust Alignment of
Large Language Models},
journal = {CoRR},
volume = {abs/2403.02745},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02745},
doi = {10.48550/ARXIV.2403.02745},
eprinttype = {arXiv},
eprint = {2403.02745},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ZhangNH23,
author = {Minjia Zhang and
Uma{-}Naresh Niranjan and
Yuxiong He},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Revisiting the Efficiency-Accuracy Tradeoff in Adapting Transformer
Models via Adversarial Fine-Tuning},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {3026--3033},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230619},
doi = {10.3233/FAIA230619},
timestamp = {Wed, 18 Oct 2023 09:31:16 +0200},
biburl = {https://dblp.org/rec/conf/ecai/ZhangNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangNH22,
author = {Minjia Zhang and
Uma{-}Naresh Niranjan and
Yuxiong He},
title = {Adversarial Data Augmentation for Task-Specific Knowledge Distillation
of Pre-trained Transformers},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {11685--11693},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21423},
doi = {10.1609/AAAI.V36I10.21423},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangNH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/NiranjanJALHFG22,
author = {Uma{-}Naresh Niranjan and
Ziyan Jiang and
Ankit Ankit and
Sungjin Lee and
Jie Hao and
Xing Fan and
Chenlei Guo},
editor = {Yunyao Li and
Angeliki Lazaridou},
title = {{PENTATRON:} PErsonalized coNText-Aware Transformer for Retrieval-based
cOnversational uNderstanding},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing: {EMNLP} 2022 - Industry Track, Abu Dhabi, UAE,
December 7 - 11, 2022},
pages = {90--98},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-industry.7},
doi = {10.18653/V1/2022.EMNLP-INDUSTRY.7},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/NiranjanJALHFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12469,
author = {Minjia Zhang and
Uma{-}Naresh Niranjan and
Yuxiong He},
title = {ScaLA: Accelerating Adaptation of Pre-Trained Transformer-Based Language
Models via Efficient Large-Batch Adversarial Noise},
journal = {CoRR},
volume = {abs/2201.12469},
year = {2022},
url = {https://arxiv.org/abs/2201.12469},
eprinttype = {arXiv},
eprint = {2201.12469},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12308,
author = {Uma{-}Naresh Niranjan and
Ziyan Jiang and
Ankit and
Sungjin Lee and
Jie Hao and
Xing Fan and
Chenlei Guo},
title = {{PENTATRON:} PErsonalized coNText-Aware Transformer for Retrieval-based
cOnversational uNderstanding},
journal = {CoRR},
volume = {abs/2210.12308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12308},
doi = {10.48550/ARXIV.2210.12308},
eprinttype = {arXiv},
eprint = {2210.12308},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangNPCSA19,
author = {Furong Huang and
U. N. Niranjan and
Ioakeim Perros and
Robert Chen and
Jimeng Sun and
Anima Anandkumar},
editor = {Amir Globerson and
Ricardo Silva},
title = {Guaranteed Scalable Learning of Latent Tree Models},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {883--893},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HuangNPCSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NiranjanR17,
author = {U. N. Niranjan and
Arun Rajkumar},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Inductive Pairwise Ranking: Going Beyond the \emph{n} log(\emph{n})
Barrier},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2436--2442},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10812},
doi = {10.1609/AAAI.V31I1.10812},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NiranjanR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NiranjanRT17,
author = {U. N. Niranjan and
Arun Rajkumar and
Theja Tulabandhula},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Provable Inductive Robust {PCA} via Iterative Hard Thresholding},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/32.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/NiranjanRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiranjanR17,
author = {U. N. Niranjan and
Arun Rajkumar},
title = {Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier},
journal = {CoRR},
volume = {abs/1702.02661},
year = {2017},
url = {http://arxiv.org/abs/1702.02661},
eprinttype = {arXiv},
eprint = {1702.02661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NiranjanR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiranjanRT17,
author = {U. N. Niranjan and
Arun Rajkumar and
Theja Tulabandhula},
title = {Provable Inductive Robust {PCA} via Iterative Hard Thresholding},
journal = {CoRR},
volume = {abs/1704.00367},
year = {2017},
url = {http://arxiv.org/abs/1704.00367},
eprinttype = {arXiv},
eprint = {1704.00367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NiranjanRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/UmaNaresh16,
author = {Uma{-}Naresh Niranjan},
title = {Guaranteed and Efficient Learning Algorithms for Ranking and Matrix
Factorization},
school = {University of California, Irvine, {USA}},
year = {2016},
url = {http://www.escholarship.org/uc/item/6r12m6qr},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/UmaNaresh16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AnandkumarJSN16,
author = {Anima Anandkumar and
Prateek Jain and
Yang Shi and
U. N. Niranjan},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block
Sparse Perturbations},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {268--276},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/anandkumar16.html},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AnandkumarJSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/ShiNAC16,
author = {Yang Shi and
U. N. Niranjan and
Animashree Anandkumar and
Cris Cecka},
title = {Tensor Contractions with Extended {BLAS} Kernels on {CPU} and {GPU}},
booktitle = {23rd {IEEE} International Conference on High Performance Computing,
HiPC 2016, Hyderabad, India, December 19-22, 2016},
pages = {193--202},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HiPC.2016.031},
doi = {10.1109/HIPC.2016.031},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/ShiNAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiNAC16,
author = {Yang Shi and
U. N. Niranjan and
Animashree Anandkumar and
Cris Cecka},
title = {Tensor Contractions with Extended {BLAS} Kernels on {CPU} and {GPU}},
journal = {CoRR},
volume = {abs/1606.05696},
year = {2016},
url = {http://arxiv.org/abs/1606.05696},
eprinttype = {arXiv},
eprint = {1606.05696},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShiNAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangNHA15,
author = {Furong Huang and
U. N. Niranjan and
Mohammad Umar Hakeem and
Animashree Anandkumar},
title = {Online tensor methods for learning latent variable models},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2797--2835},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912088},
doi = {10.5555/2789272.2912088},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangNHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JanzaminSNA15,
author = {Majid Janzamin and
Hanie Sedghi and
U. N. Niranjan and
Animashree Anandkumar},
title = {{FEAST} at Play: Feature ExtrAction using Score function Tensors},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {130--144},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/janzamin2015.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/JanzaminSNA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Anandkumar0SN15,
author = {Animashree Anandkumar and
Prateek Jain and
Yang Shi and
U. N. Niranjan},
title = {Tensor vs Matrix Methods: Robust Tensor Decomposition under Block
Sparse Perturbations},
journal = {CoRR},
volume = {abs/1510.04747},
year = {2015},
url = {http://arxiv.org/abs/1510.04747},
eprinttype = {arXiv},
eprint = {1510.04747},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Anandkumar0SN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cad/MistryNG14,
author = {Shanaz Y. Mistry and
U. N. Niranjan and
M. Gopi},
title = {Puzzhull: Cavity and protrusion hierarchy to fit conformal polygons},
journal = {Comput. Aided Des.},
volume = {46},
pages = {233--238},
year = {2014},
url = {https://doi.org/10.1016/j.cad.2013.08.038},
doi = {10.1016/J.CAD.2013.08.038},
timestamp = {Fri, 05 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cad/MistryNG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Non-convex Robust {PCA}},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1107--1115},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/443cb001c138b2561a0d90720d6ce111-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiSPHNDRMB14,
author = {Li Li and
John C. Snyder and
Isabelle M. Pelaschier and
Jessica Huang and
Uma{-}Naresh Niranjan and
Paul Duncan and
Matthias Rupp and
Klaus{-}Robert M{\"{u}}ller and
Kieron Burke},
title = {Understanding Machine-learned Density Functionals},
journal = {CoRR},
volume = {abs/1404.1333},
year = {2014},
url = {http://arxiv.org/abs/1404.1333},
eprinttype = {arXiv},
eprint = {1404.1333},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiSPHNDRMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangNA14,
author = {Furong Huang and
U. N. Niranjan and
Animashree Anandkumar},
title = {Integrated Structure and Parameters Learning in Latent Tree Graphical
Models},
journal = {CoRR},
volume = {abs/1406.4566},
year = {2014},
url = {http://arxiv.org/abs/1406.4566},
eprinttype = {arXiv},
eprint = {1406.4566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangNA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NetrapalliNSA014,
author = {Praneeth Netrapalli and
U. N. Niranjan and
Sujay Sanghavi and
Animashree Anandkumar and
Prateek Jain},
title = {Non-convex Robust {PCA}},
journal = {CoRR},
volume = {abs/1410.7660},
year = {2014},
url = {http://arxiv.org/abs/1410.7660},
eprinttype = {arXiv},
eprint = {1410.7660},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NetrapalliNSA014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangNHVA13,
author = {Furong Huang and
U. N. Niranjan and
Mohammad Umar Hakeem and
Prateek Verma and
Animashree Anandkumar},
title = {Fast Detection of Overlapping Communities via Online Tensor Methods
on GPUs},
journal = {CoRR},
volume = {abs/1309.0787},
year = {2013},
url = {http://arxiv.org/abs/1309.0787},
eprinttype = {arXiv},
eprint = {1309.0787},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangNHVA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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