Multi-Armed Bandits With Correlated Arms
Gupta, Samarth, Chaudhari, Shreyas, Joshi, Gauri, Yagan, Osman
Published in IEEE transactions on information theory (01.10.2021)
Published in IEEE transactions on information theory (01.10.2021)
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Journal Article
E-Textile Origami Dipole Antennas With Graded Embroidery for Adaptive RF Performance
Alharbi, Saad, Chaudhari, Shreyas, Inshaar, Abdullahi, Shah, Hamil, Zou, Chengzhe, Harne, Ryan L., Kiourti, Asimina
Published in IEEE antennas and wireless propagation letters (01.12.2018)
Published in IEEE antennas and wireless propagation letters (01.12.2018)
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Journal Article
Graph Convolutional Neural Networks In The Companion Model
Shi, John, Chaudhari, Shreyas, Moura, Jose M. F.
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Knowledge Distillation by Compressive Sampling
Chaudhari, Shreyas, Moura, Jose M.F.
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
Published in 2023 57th Asilomar Conference on Signals, Systems, and Computers (29.10.2023)
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Conference Proceeding
A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits
Gupta, Samarth, Chaudhari, Shreyas, Mukherjee, Subhojyoti, Joshi, Gauri, Yagan, Osman
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Deep Beamforming for Joint Direction of Arrival Estimation and Source Detection
Chaudhari, Shreyas, Moura, Jose M.F.
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
Published in 2022 56th Asilomar Conference on Signals, Systems, and Computers (31.10.2022)
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Conference Proceeding
Unsupervised Clustering of Time Series Signals Using Neuromorphic Energy-Efficient Temporal Neural Networks
Chaudhari, Shreyas, Nair, Harideep, Moura, Jose M. F., Paul Shen, John
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Peer-to-Peer Learning Dynamics of Wide Neural Networks
Chaudhari, Shreyas, Pranav, Srinivasa, Anand, Emile, Moura, José M. F
Year of Publication 23.09.2024
Year of Publication 23.09.2024
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Journal Article
Distributional Off-Policy Evaluation for Slate Recommendations
Chaudhari, Shreyas, Arbour, David, Theocharous, Georgios, Vlassis, Nikos
Year of Publication 27.08.2023
Year of Publication 27.08.2023
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Journal Article
From Past to Future: Rethinking Eligibility Traces
Gupta, Dhawal, Jordan, Scott M, Chaudhari, Shreyas, Liu, Bo, Thomas, Philip S, da Silva, Bruno Castro
Year of Publication 20.12.2023
Year of Publication 20.12.2023
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Journal Article
PersonaGym: Evaluating Persona Agents and LLMs
Samuel, Vinay, Zou, Henry Peng, Zhou, Yue, Chaudhari, Shreyas, Kalyan, Ashwin, Rajpurohit, Tanmay, Deshpande, Ameet, Narasimhan, Karthik, Murahari, Vishvak
Year of Publication 25.07.2024
Year of Publication 25.07.2024
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Journal Article
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
Wadhwa, Hitesh, Seetharaman, Rahul, Aggarwal, Somyaa, Ghosh, Reshmi, Basu, Samyadeep, Srinivasan, Soundararajan, Zhao, Wenlong, Chaudhari, Shreyas, Aghazadeh, Ehsan
Year of Publication 18.06.2024
Year of Publication 18.06.2024
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Journal Article
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
Chaudhari, Shreyas, Aggarwal, Pranjal, Murahari, Vishvak, Rajpurohit, Tanmay, Kalyan, Ashwin, Narasimhan, Karthik, Deshpande, Ameet, da Silva, Bruno Castro
Year of Publication 12.04.2024
Year of Publication 12.04.2024
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Journal Article