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Learning Theory

Learning theory

Papers

Showing 101110 of 852 papers

TitleStatusHype
NGD converges to less degenerate solutions than SGDCode0
Fairness, Accuracy, and Unreliable Data0
Lecture Notes on Linear Neural Networks: A Tale of Optimization and Generalization in Deep Learning0
Transformers are Minimax Optimal Nonparametric In-Context Learners0
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits0
Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)Code0
Graph Classification via Reference Distribution Learning: Theory and Practice0
Revisiting Agnostic PAC Learning0
Mathematical theory of deep learning0
Which distribution were you sampled from? Towards a more tangible conception of data0
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