Showing 261–280 of 1,000 results
/ Date/ Name
Apr 2, 2025Density estimation via mixture discrepancy and momentsMar 9, 2025Reinforcement Learning with Verifiable Rewards: GRPO's Effective Loss, Dynamics, and Success AmplificationMar 3, 2025Position: Don't Use the CLT in LLM Evals With Fewer Than a Few Hundred DatapointsMar 3, 2025Mathematical Foundation of Interpretable Equivariant Surrogate ModelsMar 1, 2025Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation LearningMar 1, 2025Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue OptimizationFeb 24, 2025Function-Space Learning RatesFeb 20, 2025Generalization Error of $f$-Divergence Stabilized Algorithms via DualityFeb 9, 2025Diffusion Models for Inverse Problems in the Exponential FamilyFeb 7, 2025Parameter Symmetry Potentially Unifies Deep Learning TheoryFeb 6, 2025Variational Control for Guidance in Diffusion ModelsFeb 5, 2025Gap-Dependent Bounds for Federated $Q$-learningJan 31, 2025On Pareto Optimality for Parametric Choice BanditsJan 28, 2025Hellinger-Kantorovich Gradient Flows: Global Exponential Decay of Entropy FunctionalsJan 15, 2025Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear NetworksDec 20, 2024Principal-Agent Bandit Games with Self-Interested and Exploratory Learning AgentsDec 6, 2024Equivariant Denoisers for Image RestorationDec 6, 2024Towards counterfactual fairness through auxiliary variablesNov 25, 2024Exploring the Generalization Capabilities of AID-based Bi-level OptimizationNov 14, 2024Sharp Matrix Empirical Bernstein Inequalities