Kakade, Sham

Opponent interactions between serotonin and dopamine

Daw, N. D., Kakade, S., & Dayan, P. (2002) · Neural Networks

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 844

Learning and selective attention

Dayan, P., Kakade, S., & Montague, P. R. (2000) · Nature Neuroscience

Neural and Behavioral Psychology StudiesMemory and Neural Mechanisms

Cited by 495

Towards Generalization and Simplicity in Continuous Control

Rajeswaran, A., Lowrey, K., Todorov, E., & Kakade, S. (2017) · arXiv

Reinforcement Learning in RoboticsAdaptive Dynamic Programming Control

Cited by 94

Matryoshka Representation Learning

Kusupati, A., Bhatt, G., Rege, A., Wallingford, M., Sinha, A., Ramanujan, V., Howard-Snyder, W., Chen, K., Kakade, S., Jain, P., et al. (2022) · Advances in Neural Information Processing Systems 35

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 90

Calibration, Entropy Rates, and Memory in Language Models

Braverman, M., Chen, X., Kakade, S. M., Narasimhan, K., Zhang, C., & Zhang, Y. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 17

The Role of Coverage in Online Reinforcement Learning

Xie, T., Foster, D. J., Bai, Y., Jiang, N., & Kakade, S. M. (2022) · arXiv

Reinforcement Learning in RoboticsAdvanced Bandit Algorithms Research

Cited by 4

AdANNS: A Framework for Adaptive Semantic Search

Rege, A., Kusupati, A., S, S. R., Fan, A., Cao, Q., Kakade, S., Jain, P., & Farhadi, A. (2023) · Advances in Neural Information Processing Systems 36

Information Retrieval and Search BehaviorTopic Modeling

Cited by 3

Repeat After Me: Transformers are Better than State Space Models at Copying

Jelassi, S., Brandfonbrener, D., Kakade, S. M., & Malach, E. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3