BibTeX records: Theja Tulabandhula

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@article{DBLP:journals/corr/abs-2402-07107,
  author       = {Alex Christopher Stutts and
                  Danilo Erricolo and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential
                  Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2402.07107},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.07107},
  doi          = {10.48550/ARXIV.2402.07107},
  eprinttype    = {arXiv},
  eprint       = {2402.07107},
  timestamp    = {Fri, 16 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-07107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/AgrawalTA23,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula and
                  Vashist Avadhanula},
  title        = {A tractable online learning algorithm for the multinomial logit contextual
                  bandit},
  journal      = {Eur. J. Oper. Res.},
  volume       = {310},
  number       = {2},
  pages        = {737--750},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.ejor.2023.02.036},
  doi          = {10.1016/J.EJOR.2023.02.036},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eor/AgrawalTA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RossTBBKHDNLAL23,
  author       = {Mindy K. Ross and
                  Theja Tulabandhula and
                  Casey C. Bennett and
                  Eu{-}Gene Baek and
                  Dohyeon Kim and
                  Faraz Hussain and
                  Alexander P. Demos and
                  Emma Ning and
                  Scott A. Langenecker and
                  Olusola Ajilore and
                  Alex D. Leow},
  title        = {A Novel Approach to Clustering Accelerometer Data for Application
                  in Passive Predictions of Changes in Depression Severity},
  journal      = {Sensors},
  volume       = {23},
  number       = {3},
  pages        = {1585},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23031585},
  doi          = {10.3390/S23031585},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/RossTBBKHDNLAL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/NingCRKBK0DLNTZ23,
  author       = {Emma Ning and
                  Andrea T. Cladek and
                  Mindy K. Ross and
                  Sarah Kabir and
                  Amruta Barve and
                  Ellyn Kennelly and
                  Faraz Hussain and
                  Jennifer Duffecy and
                  Scott L. Langenecker and
                  Theresa Nguyen and
                  Theja Tulabandhula and
                  John Zulueta and
                  Olusola Ajilore and
                  Alexander P. Demos and
                  Alex D. Leow},
  editor       = {Albrecht Schmidt and
                  Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
                  Tesh Goyal and
                  Per Ola Kristensson and
                  Anicia Peters and
                  Stefanie Mueller and
                  Julie R. Williamson and
                  Max L. Wilson},
  title        = {Smartphone-derived Virtual Keyboard Dynamics Coupled with Accelerometer
                  Data as a Window into Understanding Brain Health: Smartphone Keyboard
                  and Accelerometer as Window into Brain Health},
  booktitle    = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing
                  Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023},
  pages        = {326:1--326:15},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3544548.3580906},
  doi          = {10.1145/3544548.3580906},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/NingCRKBK0DLNTZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShuklaSSRTT23,
  author       = {Priyesh Shukla and
                  Sureshkumar S. and
                  Alex C. Stutts and
                  Sathya Ravi and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Robust Monocular Localization of Drones by Adapting Domain Maps to
                  Depth Prediction Inaccuracies},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                  {ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICASSP49357.2023.10096758},
  doi          = {10.1109/ICASSP49357.2023.10096758},
  timestamp    = {Sun, 05 Nov 2023 16:51:21 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/ShuklaSSRTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/StuttsETT23,
  author       = {Alex C. Stutts and
                  Danilo Erricolo and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Lightweight, Uncertainty-Aware Conformalized Visual Odometry},
  booktitle    = {{IROS}},
  pages        = {7742--7749},
  year         = {2023},
  url          = {https://doi.org/10.1109/IROS55552.2023.10341924},
  doi          = {10.1109/IROS55552.2023.10341924},
  timestamp    = {Fri, 05 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/StuttsETT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02207,
  author       = {Alex C. Stutts and
                  Danilo Erricolo and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Lightweight, Uncertainty-Aware Conformalized Visual Odometry},
  journal      = {CoRR},
  volume       = {abs/2303.02207},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.02207},
  doi          = {10.48550/ARXIV.2303.02207},
  eprinttype    = {arXiv},
  eprint       = {2303.02207},
  timestamp    = {Tue, 14 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-02207.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14182,
  author       = {Son The Nguyen and
                  Theja Tulabandhula},
  title        = {Generative {AI} for Business Strategy: Using Foundation Models to
                  Create Business Strategy Tools},
  journal      = {CoRR},
  volume       = {abs/2308.14182},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.14182},
  doi          = {10.48550/ARXIV.2308.14182},
  eprinttype    = {arXiv},
  eprint       = {2308.14182},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-14182.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09593,
  author       = {Alex C. Stutts and
                  Danilo Erricolo and
                  Sathya Ravi and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware
                  Multimodal 3D Object Detection at the Edge},
  journal      = {CoRR},
  volume       = {abs/2309.09593},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.09593},
  doi          = {10.48550/ARXIV.2309.09593},
  eprinttype    = {arXiv},
  eprint       = {2309.09593},
  timestamp    = {Fri, 22 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-09593.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11006,
  author       = {Nastaran Darabi and
                  Sina Tayebati and
                  Sureshkumar S. and
                  Sathya Ravi and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {STARNet: Sensor Trustworthiness and Anomaly Recognition via Approximated
                  Likelihood Regret for Robust Edge Autonomy},
  journal      = {CoRR},
  volume       = {abs/2309.11006},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.11006},
  doi          = {10.48550/ARXIV.2309.11006},
  eprinttype    = {arXiv},
  eprint       = {2309.11006},
  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-11006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11018,
  author       = {Domenico Parente and
                  Nastaran Darabi and
                  Alex C. Stutts and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Conformalized Multimodal Uncertainty Regression and Reasoning},
  journal      = {CoRR},
  volume       = {abs/2309.11018},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.11018},
  doi          = {10.48550/ARXIV.2309.11018},
  eprinttype    = {arXiv},
  eprint       = {2309.11018},
  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-11018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11069,
  author       = {Son The Nguyen and
                  Theja Tulabandhula and
                  Duy Nguyen},
  title        = {Dynamic Tiling: {A} Model-Agnostic, Adaptive, Scalable, and Inference-Data-Centric
                  Approach for Efficient and Accurate Small Object Detection},
  journal      = {CoRR},
  volume       = {abs/2309.11069},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.11069},
  doi          = {10.48550/ARXIV.2309.11069},
  eprinttype    = {arXiv},
  eprint       = {2309.11069},
  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-11069.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12241,
  author       = {Saketh Reddy Karra and
                  Theja Tulabandhula},
  title        = {InteraSSort: Interactive Assortment Planning Using Large Language
                  Models},
  journal      = {CoRR},
  volume       = {abs/2311.12241},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.12241},
  doi          = {10.48550/ARXIV.2311.12241},
  eprinttype    = {arXiv},
  eprint       = {2311.12241},
  timestamp    = {Wed, 29 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-12241.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06826,
  author       = {Son The Nguyen and
                  Theja Tulabandhula and
                  Mary Beth Watson{-}Manheim},
  title        = {User Friendly and Adaptable Discriminative {AI:} Using the Lessons
                  from the Success of LLMs and Image Generation Models},
  journal      = {CoRR},
  volume       = {abs/2312.06826},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.06826},
  doi          = {10.48550/ARXIV.2312.06826},
  eprinttype    = {arXiv},
  eprint       = {2312.06826},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-06826.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NasrinSDTGCT22,
  author       = {Shamma Nasrin and
                  Ahish Shylendra and
                  Nastaran Darabi and
                  Theja Tulabandhula and
                  Wilfred Gomes and
                  Ankush Chakrabarty and
                  Amit Ranjan Trivedi},
  title        = {{ENOS:} Energy-Aware Network Operator Search in Deep Neural Networks},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {81447--81457},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3192515},
  doi          = {10.1109/ACCESS.2022.3192515},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/NasrinSDTGCT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/TulabandhulaSK22,
  author       = {Theja Tulabandhula and
                  Deeksha Sinha and
                  Saketh Reddy Karra},
  title        = {Optimizing revenue while showing relevant assortments at scale},
  journal      = {Eur. J. Oper. Res.},
  volume       = {300},
  number       = {2},
  pages        = {561--570},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ejor.2021.08.006},
  doi          = {10.1016/J.EJOR.2021.08.006},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eor/TulabandhulaSK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/ShuklaMITFT22,
  author       = {Priyesh Shukla and
                  Ankith Muralidhar and
                  Nick Iliev and
                  Theja Tulabandhula and
                  Sawyer B. Fuller and
                  Amit Ranjan Trivedi},
  title        = {Ultralow-Power Localization of Insect-Scale Drones: Interplay of Probabilistic
                  Filtering and Compute-in-Memory},
  journal      = {{IEEE} Trans. Very Large Scale Integr. Syst.},
  volume       = {30},
  number       = {1},
  pages        = {68--80},
  year         = {2022},
  url          = {https://doi.org/10.1109/TVLSI.2021.3100252},
  doi          = {10.1109/TVLSI.2021.3100252},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvlsi/ShuklaMITFT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AmodeoFAZLT22,
  author       = {Carlo Amodeo and
                  Igor Fortel and
                  Olusola Ajilore and
                  Liang Zhan and
                  Alex D. Leow and
                  Theja Tulabandhula},
  editor       = {Linwei Wang and
                  Qi Dou and
                  P. Thomas Fletcher and
                  Stefanie Speidel and
                  Shuo Li},
  title        = {Unified Embeddings of Structural and Functional Connectome via a Function-Constrained
                  Structural Graph Variational Auto-Encoder},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2022 - 25th International Conference, Singapore, September 18-22,
                  2022, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13431},
  pages        = {406--415},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16431-6\_39},
  doi          = {10.1007/978-3-031-16431-6\_39},
  timestamp    = {Tue, 13 Dec 2022 14:39:06 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AmodeoFAZLT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12000,
  author       = {Saketh Reddy Karra and
                  Son Nguyen and
                  Theja Tulabandhula},
  title        = {{AI} Personification: Estimating the Personality of Language Models},
  journal      = {CoRR},
  volume       = {abs/2204.12000},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.12000},
  doi          = {10.48550/ARXIV.2204.12000},
  eprinttype    = {arXiv},
  eprint       = {2204.12000},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-12000.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02328,
  author       = {Carlo Amodeo and
                  Igor Fortel and
                  Olusola Ajilore and
                  Liang Zhan and
                  Alex D. Leow and
                  Theja Tulabandhula},
  title        = {Unified Embeddings of Structural and Functional Connectome via a Function-Constrained
                  Structural Graph Variational Auto-Encoder},
  journal      = {CoRR},
  volume       = {abs/2207.02328},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.02328},
  doi          = {10.48550/ARXIV.2207.02328},
  eprinttype    = {arXiv},
  eprint       = {2207.02328},
  timestamp    = {Thu, 14 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-02328.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15559,
  author       = {Priyesh Shukla and
                  Sureshkumar S. and
                  Alex C. Stutts and
                  Sathya Ravi and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Robust Monocular Localization of Drones by Adapting Domain Maps to
                  Depth Prediction Inaccuracies},
  journal      = {CoRR},
  volume       = {abs/2210.15559},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.15559},
  doi          = {10.48550/ARXIV.2210.15559},
  eprinttype    = {arXiv},
  eprint       = {2210.15559},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-15559.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AmjadiTT21,
  author       = {Mehrnaz Amjadi and
                  Seyed Danial Mohseni Taheri and
                  Theja Tulabandhula},
  editor       = {Carlos Soares and
                  Lu{\'{\i}}s Torgo},
  title        = {KATRec: Knowledge Aware aTtentive Sequential Recommendations},
  booktitle    = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
                  NS, Canada, October 11-13, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12986},
  pages        = {305--320},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88942-5\_24},
  doi          = {10.1007/978-3-030-88942-5\_24},
  timestamp    = {Tue, 12 Oct 2021 18:03:33 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/AmjadiTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00801,
  author       = {Saketh Reddy Karra and
                  Theja Tulabandhula},
  title        = {Choice-Aware User Engagement Modeling andOptimization on Social Media},
  journal      = {CoRR},
  volume       = {abs/2104.00801},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.00801},
  eprinttype    = {arXiv},
  eprint       = {2104.00801},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-00801.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05217,
  author       = {Shamma Nasrin and
                  Ahish Shylendra and
                  Yuti Kadakia and
                  Nick Iliev and
                  Wilfred Gomes and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {{ENOS:} Energy-Aware Network Operator Search for Hybrid Digital and
                  Compute-in-Memory {DNN} Accelerators},
  journal      = {CoRR},
  volume       = {abs/2104.05217},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.05217},
  eprinttype    = {arXiv},
  eprint       = {2104.05217},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-05217.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eumas/AgrawalT20,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula},
  editor       = {Nick Bassiliades and
                  Georgios Chalkiadakis and
                  Dave de Jonge},
  title        = {Incentivising Exploration and Recommendations for Contextual Bandits
                  with Payments},
  booktitle    = {Multi-Agent Systems and Agreement Technologies - 17th European Conference,
                  {EUMAS} 2020, and 7th International Conference, {AT} 2020, Thessaloniki,
                  Greece, September 14-15, 2020, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12520},
  pages        = {159--170},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-66412-1\_11},
  doi          = {10.1007/978-3-030-66412-1\_11},
  timestamp    = {Sat, 09 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eumas/AgrawalT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/TulabandhulaW20,
  author       = {Theja Tulabandhula and
                  Yunjuan Wang},
  title        = {Making Recommendations when Users Experience Fatigue},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  {ISAIM} 2020, Fort Lauderdale, Florida, USA, January 6-8, 2020},
  year         = {2020},
  url          = {http://isaim2020.cs.ou.edu/papers/ISAIM2020\_Tulabandhula\_Wang.pdf},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/TulabandhulaW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/NasrinRTT20,
  author       = {Shamma Nasrin and
                  Srikanth Ramakrishna and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Supported-BinaryNet: Bitcell Array-Based Weight Supports for Dynamic
                  Accuracy-Energy Trade-Offs in SRAM-Based Binarized Neural Network},
  booktitle    = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
                  Sevilla, Spain, October 10-21, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISCAS45731.2020.9180924},
  doi          = {10.1109/ISCAS45731.2020.9180924},
  timestamp    = {Mon, 18 Jan 2021 08:38:59 +0100},
  biburl       = {https://dblp.org/rec/conf/iscas/NasrinRTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/ShuklaSTT20,
  author       = {Priyesh Shukla and
                  Ahish Shylendra and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {{MC2RAM:} Markov Chain Monte Carlo Sampling in {SRAM} for Fast Bayesian
                  Inference},
  booktitle    = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
                  Sevilla, Spain, October 10-21, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISCAS45731.2020.9180701},
  doi          = {10.1109/ISCAS45731.2020.9180701},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscas/ShuklaSTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AgrawalT20,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula},
  editor       = {Ryan P. Adams and
                  Vibhav Gogate},
  title        = {Learning by Repetition: Stochastic Multi-armed Bandits under Priming
                  Effect},
  booktitle    = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  pages        = {470--479},
  publisher    = {{AUAI} Press},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v124/agrawal20a.html},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/AgrawalT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TulabandhulaSP20,
  author       = {Theja Tulabandhula and
                  Deeksha Sinha and
                  Prasoon Patidar},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Recommendations under Multi-Product Purchase Behavior},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
                  2020},
  pages        = {94--95},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3382714},
  doi          = {10.1145/3366424.3382714},
  timestamp    = {Thu, 13 Aug 2020 18:46:26 +0200},
  biburl       = {https://dblp.org/rec/conf/www/TulabandhulaSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07853,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula},
  title        = {Incentivising Exploration and Recommendations for Contextual Bandits
                  with Payments},
  journal      = {CoRR},
  volume       = {abs/2001.07853},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.07853},
  eprinttype    = {arXiv},
  eprint       = {2001.07853},
  timestamp    = {Fri, 24 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-07853.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02629,
  author       = {Priyesh Shukla and
                  Ahish Shylendra and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {MC\({}^{\mbox{2}}\)RAM: Markov Chain Monte Carlo Sampling in {SRAM}
                  for Fast Bayesian Inference},
  journal      = {CoRR},
  volume       = {abs/2003.02629},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.02629},
  eprinttype    = {arXiv},
  eprint       = {2003.02629},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-02629.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04736,
  author       = {Theja Tulabandhula and
                  Deeksha Sinha},
  title        = {Optimizing Revenue while showing Relevant Assortments at Scale},
  journal      = {CoRR},
  volume       = {abs/2003.04736},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.04736},
  eprinttype    = {arXiv},
  eprint       = {2003.04736},
  timestamp    = {Tue, 17 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-04736.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08055,
  author       = {Theja Tulabandhula and
                  Deeksha Sinha and
                  Prasoon Patidar},
  title        = {Multi-Purchase Behavior: Modeling and Optimization},
  journal      = {CoRR},
  volume       = {abs/2006.08055},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.08055},
  eprinttype    = {arXiv},
  eprint       = {2006.08055},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-08055.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10356,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula},
  title        = {Learning by Repetition: Stochastic Multi-armed Bandits under Priming
                  Effect},
  journal      = {CoRR},
  volume       = {abs/2006.10356},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10356},
  eprinttype    = {arXiv},
  eprint       = {2006.10356},
  timestamp    = {Tue, 23 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10356.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14033,
  author       = {Priyank Agrawal and
                  Vashist Avadhanula and
                  Theja Tulabandhula},
  title        = {Improved Optimistic Algorithm For The Multinomial Logit Contextual
                  Bandit},
  journal      = {CoRR},
  volume       = {abs/2011.14033},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.14033},
  eprinttype    = {arXiv},
  eprint       = {2011.14033},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-14033.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14430,
  author       = {Tanvir Ahamed and
                  Bo Zou and
                  Nahid Parvez Farazi and
                  Theja Tulabandhula},
  title        = {Deep Reinforcement Learning for Crowdsourced Urban Delivery: System
                  States Characterization, Heuristics-guided Action Choice, and Rule-Interposing
                  Integration},
  journal      = {CoRR},
  volume       = {abs/2011.14430},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.14430},
  eprinttype    = {arXiv},
  eprint       = {2011.14430},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-14430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03323,
  author       = {Mehrnaz Amjadi and
                  Danial Mohseni{-}Taheri and
                  Theja Tulabandhula},
  title        = {KATRec: Knowledge Aware aTtentive Sequential Recommendations},
  journal      = {CoRR},
  volume       = {abs/2012.03323},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.03323},
  eprinttype    = {arXiv},
  eprint       = {2012.03323},
  timestamp    = {Wed, 09 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-03323.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11715,
  author       = {Nymisha Bandi and
                  Theja Tulabandhula},
  title        = {Off-Policy Optimization of Portfolio Allocation Policies under Constraints},
  journal      = {CoRR},
  volume       = {abs/2012.11715},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.11715},
  eprinttype    = {arXiv},
  eprint       = {2012.11715},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-11715.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/JahromiTC19,
  author       = {Babak Shahian Jahromi and
                  Theja Tulabandhula and
                  Sabri Cetin},
  title        = {Real-Time Hybrid Multi-Sensor Fusion Framework for Perception in Autonomous
                  Vehicles},
  journal      = {Sensors},
  volume       = {19},
  number       = {20},
  pages        = {4357},
  year         = {2019},
  url          = {https://doi.org/10.3390/s19204357},
  doi          = {10.3390/S19204357},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/JahromiTC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/netecon/AmjadiKT19,
  author       = {Mehrnaz Amjadi and
                  Vijay Kamble and
                  Theja Tulabandhula},
  editor       = {Brendan Lucier and
                  Bary S. R. Pradelski and
                  Bruno Tuffin},
  title        = {Managing adoption under network effects},
  booktitle    = {Proceedings of the 14th Workshop on the Economics of Networks, Systems
                  and Computation, NetEcon@SIGMETRICS 2019, Phoenix, Arizona, USA, June
                  28, 2019},
  pages        = {6:1},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3338506.3340271},
  doi          = {10.1145/3338506.3340271},
  timestamp    = {Mon, 29 Jul 2019 12:54:11 +0200},
  biburl       = {https://dblp.org/rec/conf/netecon/AmjadiKT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07734,
  author       = {Yunjuan Wang and
                  Theja Tulabandhula},
  title        = {Thompson Sampling for a Fatigue-aware Online Recommendation System},
  journal      = {CoRR},
  volume       = {abs/1901.07734},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.07734},
  eprinttype    = {arXiv},
  eprint       = {1901.07734},
  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-07734.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08518,
  author       = {Shamma Nasrin and
                  Srikanth Ramakrishna and
                  Theja Tulabandhula and
                  Amit Ranjan Trivedi},
  title        = {Supported-BinaryNet: Bitcell Array-based Weight Supports for Dynamic
                  Accuracy-Latency Trade-offs in SRAM-based Binarized Neural Network},
  journal      = {CoRR},
  volume       = {abs/1911.08518},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.08518},
  eprinttype    = {arXiv},
  eprint       = {1911.08518},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-08518.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BiswasGTMMT18,
  author       = {Arpita Biswas and
                  Ragavendran Gopalakrishnan and
                  Theja Tulabandhula and
                  Asmita Metrewar and
                  Koyel Mukherjee and
                  Raja Subramaniam Thangaraj},
  editor       = {Ana L{\'{u}}cia C. Bazzan and
                  Luca Crociani and
                  Ivana Dusparic and
                  Sascha Ossowski},
  title        = {Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing},
  booktitle    = {Proceedings of the Tenth International Workshop on Agents in Traffic
                  and Transportation {(ATT} 2018) co-located with with the Federated
                  Artificial Intelligence Meeting, including ECAI/IJCAI, {AAMAS} and
                  {ICML} 2018 conferences {(FAIM} 2018), Stockholm, Sweden, July 14,
                  2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2129},
  pages        = {78--85},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {https://ceur-ws.org/Vol-2129/paper5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:31 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/BiswasGTMMT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/SaharoyT18,
  author       = {Debjyoti Saharoy and
                  Theja Tulabandhula},
  title        = {Learning Buyer Behavior under Realistic Pricing Restrictions},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  {ISAIM} 2018, Fort Lauderdale, Florida, USA, January 3-5, 2018},
  year         = {2018},
  url          = {https://isaim2018.cs.ou.edu/papers/ISAIM2018\_ML\_Saharoy\_Tulabandhula.pdf},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/SaharoyT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01968,
  author       = {Debjyoti Saharoy and
                  Theja Tulabandhula},
  title        = {An Online Algorithm for Learning Buyer Behavior under Realistic Pricing
                  Restrictions},
  journal      = {CoRR},
  volume       = {abs/1803.01968},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.01968},
  eprinttype    = {arXiv},
  eprint       = {1803.01968},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-01968.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08796,
  author       = {Mehrnaz Amjadi and
                  Theja Tulabandhula},
  title        = {Block-Structure Based Time-Series Models For Graph Sequences},
  journal      = {CoRR},
  volume       = {abs/1804.08796},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.08796},
  eprinttype    = {arXiv},
  eprint       = {1804.08796},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-08796.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09026,
  author       = {Priyank Agrawal and
                  Theja Tulabandhula},
  title        = {Bandits with Temporal Stochastic Constraints},
  journal      = {CoRR},
  volume       = {abs/1811.09026},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.09026},
  eprinttype    = {arXiv},
  eprint       = {1811.09026},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-09026.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aimatters/Tulabandhula17,
  author       = {Theja Tulabandhula},
  title        = {Interactions between learning and decision making},
  journal      = {{AI} Matters},
  volume       = {3},
  number       = {1},
  pages        = {25--26},
  year         = {2017},
  url          = {https://doi.org/10.1145/3054837.3054847},
  doi          = {10.1145/3054837.3054847},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aimatters/Tulabandhula17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/RajkumarMT17,
  author       = {Arun Rajkumar and
                  Koyel Mukherjee and
                  Theja Tulabandhula},
  editor       = {Kate Larson and
                  Michael Winikoff and
                  Sanmay Das and
                  Edmund H. Durfee},
  title        = {Learning to Partition using Score Based Compatibilities},
  booktitle    = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
                  Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
  pages        = {574--582},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3091209},
  timestamp    = {Wed, 27 Sep 2017 07:24:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/RajkumarMT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BiswasGTMMR17,
  author       = {Arpita Biswas and
                  Ragavendran Gopalakrishnan and
                  Theja Tulabandhula and
                  Koyel Mukherjee and
                  Asmita Metrewar and
                  Thangaraj Rajasubramaniam},
  editor       = {Kate Larson and
                  Michael Winikoff and
                  Sanmay Das and
                  Edmund H. Durfee},
  title        = {Profit Optimization in Commercial Ridesharing},
  booktitle    = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
                  Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
  pages        = {1481--1483},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3091336},
  timestamp    = {Thu, 11 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/BiswasGTMMR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MahajanT17,
  author       = {Anuj Mahajan and
                  Theja Tulabandhula},
  editor       = {Kate Larson and
                  Michael Winikoff and
                  Sanmay Das and
                  Edmund H. Durfee},
  title        = {Symmetry Detection and Exploitation for Function Approximation in
                  Deep {RL}},
  booktitle    = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
                  Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
  pages        = {1619--1621},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3091382},
  timestamp    = {Thu, 11 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/MahajanT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PuttaT17,
  author       = {Sudeep Raja Putta and
                  Theja Tulabandhula},
  editor       = {Kate Larson and
                  Michael Winikoff and
                  Sanmay Das and
                  Edmund H. Durfee},
  title        = {Pure Exploration in Episodic Fixed-Horizon Markov Decision Processes},
  booktitle    = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
                  Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
  pages        = {1703--1704},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3091410},
  timestamp    = {Thu, 11 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/PuttaT17.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/RajkumarMT17,
  author       = {Arun Rajkumar and
                  Koyel Mukherjee and
                  Theja Tulabandhula},
  title        = {Learning to Partition using Score Based Compatibilities},
  journal      = {CoRR},
  volume       = {abs/1703.07807},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.07807},
  eprinttype    = {arXiv},
  eprint       = {1703.07807},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RajkumarMT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainT17,
  author       = {Vikas Jain and
                  Theja Tulabandhula},
  title        = {Faster Reinforcement Learning Using Active Simulators},
  journal      = {CoRR},
  volume       = {abs/1703.07853},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.07853},
  eprinttype    = {arXiv},
  eprint       = {1703.07853},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/JainT17.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}
}
@article{DBLP:journals/corr/PuttaT17,
  author       = {Sudeep Raja Putta and
                  Theja Tulabandhula},
  title        = {Efficient Reinforcement Learning via Initial Pure Exploration},
  journal      = {CoRR},
  volume       = {abs/1706.02237},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.02237},
  eprinttype    = {arXiv},
  eprint       = {1706.02237},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PuttaT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiswasGTMMT17,
  author       = {Arpita Biswas and
                  Ragavendran Gopalakrishnan and
                  Theja Tulabandhula and
                  Asmita Metrewar and
                  Koyel Mukherjee and
                  Raja Subramaniam Thangaraj},
  title        = {Impact of Detour-Aware Policies on Maximizing Profit in Ridesharing},
  journal      = {CoRR},
  volume       = {abs/1706.02682},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.02682},
  eprinttype    = {arXiv},
  eprint       = {1706.02682},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BiswasGTMMT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahajanT17,
  author       = {Anuj Mahajan and
                  Theja Tulabandhula},
  title        = {Symmetry Learning for Function Approximation in Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1706.02999},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.02999},
  eprinttype    = {arXiv},
  eprint       = {1706.02999},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MahajanT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05510,
  author       = {Deeksha Sinha and
                  Theja Tulabandhula},
  title        = {Optimizing Revenue over Data-driven Assortments},
  journal      = {CoRR},
  volume       = {abs/1708.05510},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.05510},
  eprinttype    = {arXiv},
  eprint       = {1708.05510},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-05510.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-03275,
  author       = {Theja Tulabandhula and
                  Shailesh Vaya and
                  Aritra Dhar},
  title        = {Privacy-preserving Targeted Advertising},
  journal      = {CoRR},
  volume       = {abs/1710.03275},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.03275},
  eprinttype    = {arXiv},
  eprint       = {1710.03275},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-03275.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JBT16,
  author       = {Prabuchandran K. J. and
                  Tejas Bodas and
                  Theja Tulabandhula},
  editor       = {Catholijn M. Jonker and
                  Stacy Marsella and
                  John Thangarajah and
                  Karl Tuyls},
  title        = {Reinforcement Learning Algorithms for Regret Minimization in Structured
                  Markov Decision Processes: (Extended Abstract)},
  booktitle    = {Proceedings of the 2016 International Conference on Autonomous Agents
                  {\&} Multiagent Systems, Singapore, May 9-13, 2016},
  pages        = {1289--1290},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {http://dl.acm.org/citation.cfm?id=2937124},
  timestamp    = {Fri, 20 May 2016 20:33:29 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/JBT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GopalakrishnanM16,
  author       = {Ragavendran Gopalakrishnan and
                  Koyel Mukherjee and
                  Theja Tulabandhula},
  title        = {The Costs and Benefits of Ridesharing: Sequential Individual Rationality
                  and Sequential Fairness},
  journal      = {CoRR},
  volume       = {abs/1607.07306},
  year         = {2016},
  url          = {http://arxiv.org/abs/1607.07306},
  eprinttype    = {arXiv},
  eprint       = {1607.07306},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GopalakrishnanM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JBT16,
  author       = {Prabuchandran K. J. and
                  Tejas Bodas and
                  Theja Tulabandhula},
  title        = {Reinforcement Learning algorithms for regret minimization in structured
                  Markov Decision Processes},
  journal      = {CoRR},
  volume       = {abs/1608.04929},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.04929},
  eprinttype    = {arXiv},
  eprint       = {1608.04929},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/JBT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tulabandhula16,
  author       = {Theja Tulabandhula},
  title        = {Learning Personalized Optimal Control for Repeatedly Operated Systems},
  journal      = {CoRR},
  volume       = {abs/1609.05536},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.05536},
  eprinttype    = {arXiv},
  eprint       = {1609.05536},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Tulabandhula16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TulabandhulaR15,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Generalization bounds for learning with linear, polygonal, quadratic
                  and conic side knowledge},
  journal      = {Mach. Learn.},
  volume       = {100},
  number       = {2-3},
  pages        = {183--216},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5478-4},
  doi          = {10.1007/S10994-014-5478-4},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/TulabandhulaR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Tulabandhula14,
  author       = {Theja Tulabandhula},
  title        = {Interactions between learning and decision making},
  school       = {Massachusetts Institute of Technology, Cambridge, MA, {USA}},
  year         = {2014},
  url          = {https://hdl.handle.net/1721.1/93070},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Tulabandhula14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/TulabandhulaR14,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Tire Changes, Fresh Air, and Yellow Flags: Challenges in Predictive
                  Analytics for Professional Racing},
  journal      = {Big Data},
  volume       = {2},
  number       = {2},
  pages        = {97--112},
  year         = {2014},
  url          = {https://doi.org/10.1089/big.2014.0018},
  doi          = {10.1089/BIG.2014.0018},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/TulabandhulaR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TulabandhulaR14,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {On combining machine learning with decision making},
  journal      = {Mach. Learn.},
  volume       = {97},
  number       = {1-2},
  pages        = {33--64},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10994-014-5459-7},
  doi          = {10.1007/S10994-014-5459-7},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/TulabandhulaR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/TulabandhulaR14,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Generalization Bounds for Learning with Linear and Quadratic Side
                  Knowledge},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  {ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014},
  year         = {2014},
  url          = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_Tulabandhula\_Rudin.pdf},
  timestamp    = {Wed, 20 Mar 2024 17:48:47 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/TulabandhulaR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/TulabandhulaR14a,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Robust Optimization using Machine Learning for Uncertainty Sets},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  {ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014},
  year         = {2014},
  url          = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_ML\_Tulabandhula\_Rudin.pdf},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/TulabandhulaR14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TulabandhulaR14a,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Generalization Bounds for Learning with Linear, Polygonal, Quadratic
                  and Conic Side Knowledge},
  journal      = {CoRR},
  volume       = {abs/1405.7764},
  year         = {2014},
  url          = {http://arxiv.org/abs/1405.7764},
  eprinttype    = {arXiv},
  eprint       = {1405.7764},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TulabandhulaR14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TulabandhulaR14,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Robust Optimization using Machine Learning for Uncertainty Sets},
  journal      = {CoRR},
  volume       = {abs/1407.1097},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.1097},
  eprinttype    = {arXiv},
  eprint       = {1407.1097},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TulabandhulaR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TulabandhulaR13,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Machine learning with operational costs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {14},
  number       = {1},
  pages        = {1989--2028},
  year         = {2013},
  url          = {https://dl.acm.org/doi/10.5555/2567709.2567726},
  doi          = {10.5555/2567709.2567726},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TulabandhulaR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/RudinT12,
  author       = {Cynthia Rudin and
                  Theja Tulabandhula},
  title        = {The Influence of Operational Cost on Estimation},
  booktitle    = {International Symposium on Artificial Intelligence and Mathematics,
                  {ISAIM} 2012, Fort Lauderdale, Florida, USA, January 9-11, 2012},
  year         = {2012},
  url          = {http://www.cs.uic.edu/pub/Isaim2012/WebPreferences/ISAIM2012\_Tulabandhula\_etal.pdf},
  timestamp    = {Wed, 20 Mar 2024 17:48:48 +0100},
  biburl       = {https://dblp.org/rec/conf/isaim/RudinT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aldt/TulabandhulaRJ11,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin and
                  Patrick Jaillet},
  editor       = {Ronen I. Brafman and
                  Fred S. Roberts and
                  Alexis Tsouki{\`{a}}s},
  title        = {The Machine Learning and Traveling Repairman Problem},
  booktitle    = {Algorithmic Decision Theory - Second International Conference, {ADT}
                  2011, Piscataway, NJ, USA, October 26-28, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6992},
  pages        = {262--276},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24873-3\_20},
  doi          = {10.1007/978-3-642-24873-3\_20},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/aldt/TulabandhulaRJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-5061,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin and
                  Patrick Jaillet},
  title        = {Machine Learning and the Traveling Repairman},
  journal      = {CoRR},
  volume       = {abs/1104.5061},
  year         = {2011},
  url          = {http://arxiv.org/abs/1104.5061},
  eprinttype    = {arXiv},
  eprint       = {1104.5061},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1104-5061.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-0698,
  author       = {Theja Tulabandhula and
                  Cynthia Rudin},
  title        = {Machine Learning with Operational Costs},
  journal      = {CoRR},
  volume       = {abs/1112.0698},
  year         = {2011},
  url          = {http://arxiv.org/abs/1112.0698},
  eprinttype    = {arXiv},
  eprint       = {1112.0698},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1112-0698.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1001-1185,
  author       = {Theja Tulabandhula},
  title        = {Some Architectures for Chebyshev Interpolation},
  journal      = {CoRR},
  volume       = {abs/1001.1185},
  year         = {2010},
  url          = {http://arxiv.org/abs/1001.1185},
  eprinttype    = {arXiv},
  eprint       = {1001.1185},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1001-1185.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsid/TulabandhulaM09,
  author       = {Theja Tulabandhula and
                  Yujendra Mitikiri},
  title        = {A 20MS/s 5.6 mW 6b Asynchronous {ADC} in 0.6{\(\mathrm{\mu}\)}m {CMOS}},
  booktitle    = {{VLSI} Design 2009: Improving Productivity through Higher Abstraction,
                  The 22nd International Conference on {VLSI} Design, New Delhi, India,
                  5-9 January 2009},
  pages        = {111--116},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/VLSI.Design.2009.56},
  doi          = {10.1109/VLSI.DESIGN.2009.56},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vlsid/TulabandhulaM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsd/TulabandhulaPC08,
  author       = {Theja Tulabandhula and
                  Amit Patra and
                  Nirmal B. Chakrabarti},
  editor       = {Luca Fanucci},
  title        = {Design of a Two Dimensional {PRSI} Image Processor},
  booktitle    = {11th Euromicro Conference on Digital System Design: Architectures,
                  Methods and Tools, {DSD} 2008, Parma, Italy, September 3-5, 2008},
  pages        = {195--202},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/DSD.2008.80},
  doi          = {10.1109/DSD.2008.80},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsd/TulabandhulaPC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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