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Learning Theory

Learning theory

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Showing 351–375 of 852 papers

TitleStatusHype
Learning in Observable POMDPs, without Computationally Intractable Oracles—0
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization—0
Straggler-Resilient Personalized Federated LearningCode0
Uncertainty Estimation in Machine Learning—0
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rulesCode0
Generalization Bounds for Gradient Methods via Discrete and Continuous Prior—0
An Analytic Framework for Robust Training of Artificial Neural NetworksCode0
Learning ReLU networks to high uniform accuracy is intractableCode0
Learning Distributions by Generative Adversarial Networks: Approximation and Generalization—0
Why does Throwing Away Data Improve Worst-Group Error?—0
Survey on Fair Reinforcement Learning: Theory and Practice—0
A Note on the Chernoff Bound for Random Variables in the Unit Interval—0
Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines—0
Universal CachingCode0
Investigating Generalization by Controlling Normalized MarginCode0
Intrinsic Gradient Compression for Scalable and Efficient Federated Learning—0
Adaptive hybrid activation function for deep neural networksCode0
Learning Theory of Mind via Dynamic Traits Attribution—0
Learning from many trajectories—0
Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures—0
Knowledge Distillation: Bad Models Can Be Good Role Models—0
Learning Losses for Strategic Classification—0
Generalization bounds for learning under graph-dependence: A survey—0
Learning from Label Proportions with Instance-wise ConsistencyCode0
Learning curves for the multi-class teacher-student perceptronCode0
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