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Learning Theory

Learning theory

Papers

Showing 6170 of 852 papers

TitleStatusHype
Deep Neural Nets as Hamiltonians0
Quantum advantage for learning shallow neural networks with natural data distributions0
Quantum Neural Network Restatement of Markov Jump Process0
Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces0
Semi-Gradient SARSA Routing with Theoretical Guarantee on Traffic Stability and Weight Convergence0
Spherical dimension0
Numerical and statistical analysis of NeuralODE with Runge-Kutta time integration0
Redefining Fitness: Evolution as a Dynamic Learning Process0
Efficient and Accurate Estimation of Lipschitz Constants for Hybrid Quantum-Classical Decision Models0
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