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• Learning Features of Music from Scratch
  2016 · 115 citations
• Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines
  2018 · 75 citations
• Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control
  2018 · 66 citations
• FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
  2020 · 36 citations
• Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal
  2019 · 33 citations
• PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning
  2020 · 28 citations
• Variance Reduction Methods for Sublinear Reinforcement Learning
  2018 · 24 citations
• Robust and Differentially Private Mean Estimation
  2021 · 12 citations
• AdANNS: A Framework for Adaptive Semantic Search
  2023 · 1 citations
• Fine-Tuning Masked Diffusion for Provable Self-Correction
  2025
• Selective Underfitting in Diffusion Models
  2025
• Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining
  2025
• Interpreting the linear structure of vision-language model embedding spaces
  2025
• LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
  2021
• Koopman Spectrum Nonlinear Regulators and Efficient Online Learning
  2021