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Learning Theory

Learning theory

Papers

Showing 6170 of 852 papers

TitleStatusHype
Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional DataCode0
A Neural Model for Regular Grammar InductionCode0
Adaptive hybrid activation function for deep neural networksCode0
Deep Learning is Singular, and That's GoodCode0
Data-Error Scaling in Machine Learning on Natural Discrete Combinatorial Mutation-prone Sets: Case Studies on Peptides and Small MoleculesCode0
Deep Active Learning with Augmentation-based Consistency EstimationCode0
Deep Learning Theory Review: An Optimal Control and Dynamical Systems PerspectiveCode0
End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic dataCode0
Comparing Text Representations: A Theory-Driven ApproachCode0
Consistent Sparse Deep Learning: Theory and ComputationCode0
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