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Learning Theory

Learning theory

Papers

Showing 211220 of 852 papers

TitleStatusHype
On kernel-based statistical learning in the mean field limit0
Lifting the Veil: Unlocking the Power of Depth in Q-learning0
The Bayesian Stability Zoo0
Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient AlignmentCode0
An Online Learning Theory of Brokerage0
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition0
Constructive Large Language Models Alignment with Diverse Feedback0
SPADE: Sparsity-Guided Debugging for Deep Neural NetworksCode0
Why Do We Need Weight Decay in Modern Deep Learning?Code1
Learnable Extended Activation Function (LEAF) for Deep Neural NetworksCode0
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