Showing 141–160 of 1,000 results
/ Date/ Name
Apr 15, 2026Covariance-adapting algorithm for semi-bandits with application to sparse rewardsApr 15, 2026Ordinary Least Squares is a Special Case of TransformerApr 15, 2026Metric-Aware Principal Component Analysis (MAPCA):A Unified Framework for Scale-Invariant Representation LearningApr 15, 2026Robust Low-Rank Tensor Completion based on M-product with Weighted Correlated Total Variation and Sparse RegularizationApr 15, 2026Joint Representation Learning and Clustering via Gradient-Based Manifold OptimizationApr 15, 2026Universality of Gaussian-Mixture Reverse Kernels in Conditional DiffusionApr 15, 2026Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-MakingApr 15, 2026Estimating Continuous Treatment Effects with Two-Stage Kernel Ridge RegressionApr 15, 2026A short proof of near-linear convergence of adaptive gradient descent under fourth-order growth and convexityApr 14, 2026Some Theoretical Limitations of t-SNEApr 14, 2026Bias-Corrected Adaptive Conformal Inference for Multi-Horizon Time Series ForecastingApr 14, 2026Identifiability of Potentially Degenerate Gaussian Mixture Models With Piecewise Affine MixingApr 14, 2026Rare Event Analysis via Stochastic Optimal ControlApr 14, 2026Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving DescentApr 14, 2026Nonparametric efficient inference for network quantile causal effects under partial interferenceApr 14, 2026Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal DataApr 14, 2026An Optimal Sauer Lemma Over $k$-ary AlphabetsApr 14, 2026Adaptive Learning via Off-Model Training and Importance Sampling for Fully Non-Markovian Optimal Stochastic Control. Complete versionApr 14, 2026Loop Corrections to the Training and Generalization Errors of Random Feature ModelsApr 14, 2026Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory