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Learning Theory

Learning theory

Papers

Showing 811820 of 852 papers

TitleStatusHype
Scaling Laws for the Value of Individual Data Points in Machine LearningCode0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Information-Theoretic Local Minima Characterization and RegularizationCode0
The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and ImplementationCode0
NGD converges to less degenerate solutions than SGDCode0
auto-fpt: Automating Free Probability Theory Calculations for Machine Learning TheoryCode0
Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient AlignmentCode0
Redundant representations help generalization in wide neural networksCode0
Causal-StoNet: Causal Inference for High-Dimensional Complex DataCode0
Deep Active Learning with Augmentation-based Consistency EstimationCode0
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