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Learning Theory

Learning theory

Papers

Showing 701710 of 852 papers

TitleStatusHype
Sample Complexity of Automated Mechanism Design0
Sample Complexity of Robust Learning against Evasion Attacks0
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation0
Scalable Large-Margin Structured Learning: Theory and Algorithms0
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression0
Scaling Limits of Wide Neural Networks with Weight Sharing: Gaussian Process Behavior, Gradient Independence, and Neural Tangent Kernel Derivation0
Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena0
Semi-Gradient SARSA Routing with Theoretical Guarantee on Traffic Stability and Weight Convergence0
Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF)0
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods0
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