BibTeX records: Gautam Reddy

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@inproceedings{DBLP:conf/iclr/NguyenR25,
  author       = {Alex Nguyen and
                  Gautam Reddy},
  title        = {Differential learning kinetics govern the transition from memorization
                  to generalization during in-context learning},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=INyi7qUdjZ},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/NguyenR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2504-10388,
  author       = {Krishna Rijal and
                  Caroline M. Holmes and
                  Samantha Petti and
                  Gautam Reddy and
                  Michael M. Desai and
                  Pankaj Mehta},
  title        = {Inferring genotype-phenotype maps using attention models},
  journal      = {CoRR},
  volume       = {abs/2504.10388},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.10388},
  doi          = {10.48550/ARXIV.2504.10388},
  eprinttype    = {arXiv},
  eprint       = {2504.10388},
  timestamp    = {Sun, 25 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2504-10388.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2506-17859,
  author       = {Daniel Wurgaft and
                  Ekdeep Singh Lubana and
                  Core Francisco Park and
                  Hidenori Tanaka and
                  Gautam Reddy and
                  Noah D. Goodman},
  title        = {In-Context Learning Strategies Emerge Rationally},
  journal      = {CoRR},
  volume       = {abs/2506.17859},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.17859},
  doi          = {10.48550/ARXIV.2506.17859},
  eprinttype    = {arXiv},
  eprint       = {2506.17859},
  timestamp    = {Fri, 11 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-17859.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/comad/ReddyUDSG24,
  author       = {Gautam Reddy and
                  Abhinav Upadhyay and
                  Alpana Dubey and
                  Shubhashis Sengupta and
                  Piyush Goenka},
  editor       = {Sriraam Natarajan and
                  Indrajit Bhattacharya and
                  Richa Singh and
                  Arun Kumar and
                  Sayan Ranu and
                  Kalika Bali and
                  Abinaya K},
  title        = {Act2Code: Generating Sequential Robotic Instructions from Video Demonstration},
  booktitle    = {Proceedings of the 7th Joint International Conference on Data Science
                  {\&} Management of Data (11th {ACM} {IKDD} {CODS} and 29th COMAD),
                  Bangalore, India, January 4-7, 2024},
  pages        = {578--579},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3632410.3632482},
  doi          = {10.1145/3632410.3632482},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/comad/ReddyUDSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Reddy24,
  author       = {Gautam Reddy},
  title        = {The mechanistic basis of data dependence and abrupt learning in an
                  in-context classification task},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=aN4Jf6Cx69},
  timestamp    = {Mon, 29 Jul 2024 16:19:40 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Reddy24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/urai/UpadhyayRDSS24,
  author       = {Abhinav Upadhyay and
                  Gautam Reddy and
                  Alpana Dubey and
                  Shubham Saurav and
                  Shubhashis Sengupta},
  title        = {Action2Code: Transforming Video Demonstrations into Sequential Robotic
                  Instructions},
  booktitle    = {21st International Conference on Ubiquitous Robots, {UR} 2024, New
                  York, NY, USA, June 24-27, 2024},
  pages        = {92--99},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/UR61395.2024.10597493},
  doi          = {10.1109/UR61395.2024.10597493},
  timestamp    = {Wed, 14 Aug 2024 15:52:44 +0200},
  biburl       = {https://dblp.org/rec/conf/urai/UpadhyayRDSS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2412-00104,
  author       = {Alex Nguyen and
                  Gautam Reddy},
  title        = {Differential learning kinetics govern the transition from memorization
                  to generalization during in-context learning},
  journal      = {CoRR},
  volume       = {abs/2412.00104},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.00104},
  doi          = {10.48550/ARXIV.2412.00104},
  eprinttype    = {arXiv},
  eprint       = {2412.00104},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-00104.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2312-03002,
  author       = {Gautam Reddy},
  title        = {The mechanistic basis of data dependence and abrupt learning in an
                  in-context classification task},
  journal      = {CoRR},
  volume       = {abs/2312.03002},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.03002},
  doi          = {10.48550/ARXIV.2312.03002},
  eprinttype    = {arXiv},
  eprint       = {2312.03002},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-03002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ploscb/ReddyDTRMW22,
  author       = {Gautam Reddy and
                  Laura Desban and
                  Hidenori Tanaka and
                  Julian Roussel and
                  Olivier Mirat and
                  Claire Wyart},
  title        = {A lexical approach for identifying behavioural action sequences},
  journal      = {PLoS Comput. Biol.},
  volume       = {18},
  number       = {1},
  year         = {2022},
  url          = {https://doi.org/10.1371/journal.pcbi.1009672},
  doi          = {10.1371/JOURNAL.PCBI.1009672},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/ReddyDTRMW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/us/Nallamala19,
  author       = {Gautam Reddy},
  title        = {Learning to soar using atmospheric thermals},
  school       = {University of California, San Diego, {USA}},
  year         = {2019},
  url          = {https://www.escholarship.org/uc/item/8gz861gb},
  timestamp    = {Wed, 15 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Nallamala19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nature/ReddyWCSV18,
  author       = {Gautam Reddy and
                  J{\'{e}}r{\^{o}}me Wong{-}Ng and
                  Antonio Celani and
                  Terrence J. Sejnowski and
                  Massimo Vergassola},
  title        = {Glider soaring via reinforcement learning in the field},
  journal      = {Nat.},
  volume       = {562},
  number       = {7726},
  pages        = {236--239},
  year         = {2018},
  url          = {https://doi.org/10.1038/s41586-018-0533-0},
  doi          = {10.1038/S41586-018-0533-0},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nature/ReddyWCSV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/RyaliRY18,
  author       = {Chaitanya Ryali and
                  Gautam Reddy and
                  Angela J. Yu},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Demystifying excessively volatile human learning: {A} Bayesian persistent
                  prior and a neural approximation},
  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        = {2786--2795},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/78b9cab19959e4af8ff46156ee460c74-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/RyaliRY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ReddyCV16,
  author       = {Gautam Reddy and
                  Antonio Celani and
                  Massimo Vergassola},
  title        = {Infomax strategies for an optimal balance between exploration and
                  exploitation},
  journal      = {CoRR},
  volume       = {abs/1601.03073},
  year         = {2016},
  url          = {http://arxiv.org/abs/1601.03073},
  eprinttype    = {arXiv},
  eprint       = {1601.03073},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ReddyCV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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