SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 852 papers

TitleStatusHype
Learning to erase quantum states: thermodynamic implications of quantum learning theory—0
DDPM Score Matching and Distribution Learning—0
Resurrecting Socrates in the Age of AI: A Study Protocol for Evaluating a Socratic Tutor to Support Research Question Development in Higher Education—0
Deep Neural Nets as Hamiltonians—0
Quantum advantage for learning shallow neural networks with natural data distributions—0
Quantum Neural Network Restatement of Markov Jump Process—0
Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime—0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces—0
Semi-Gradient SARSA Routing with Theoretical Guarantee on Traffic Stability and Weight Convergence—0
Numerical and statistical analysis of NeuralODE with Runge-Kutta time integration—0
Spherical dimension—0
Redefining Fitness: Evolution as a Dynamic Learning Process—0
Efficient and Accurate Estimation of Lipschitz Constants for Hybrid Quantum-Classical Decision Models—0
A Linear Theory of Multi-Winner Voting—0
Sustainable AI: Mathematical Foundations of Spiking Neural Networks—0
The Emergence of Grammar through Reinforcement Learning—0
Quantum Geometry insights in Deep Learning—0
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems—0
Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning—0
Towards a Learning Theory of Representation Alignment—0
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts—0
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression—0
Learning Theory for Kernel Bilevel Optimization—0
Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners—0
Parameter Symmetry Potentially Unifies Deep Learning Theory—0
Show:102550
← PrevPage 2 of 35Next →

No leaderboard results yet.