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Learning Theory

Learning theory

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Showing 376–400 of 852 papers

TitleStatusHype
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
Optimal Rejection Function Meets Character Recognition Tasks—0
Approximability and Generalisation—0
Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms—0
A Characterization of Multiclass Learnability—0
Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approachCode0
Contrasting random and learned features in deep Bayesian linear regression—0
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm—0
Towards Unsupervised Domain Adaptation via Domain-Transformer—0
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