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Sham M. Kakade
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Recent Publications
Learning an Inventory Control Policy with General Inventory Arrival Dynamics
MatFormer: Nested Transformer for Elastic Inference
Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck
Scaling Laws for Imitation Learning in NetHack
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
Feature emergence via margin maximization: case studies in algebraic tasks
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