Mathematics

Online PCA in Converging Self-consistent Field Equations NeurIPS 2023 Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval JMLR 2023 On Lower Bounds for Maximin Share Guarantees IJCAI 2023 On the Accelerated Noise-Tolerant Power Method AISTATS 2023 On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results JMLR 2023 On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis NeurIPS 2023 On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation CVPR 2023 On the Convergence Rate of Gaussianization with Random Rotations ICML 2023 On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression Estimators JMLR 2023 On the Estimation of Gaussian Mixture Copula Models ICML 2023 On the Exploration of Local Significant Differences For Two-Sample Test NeurIPS 2023 On the geometry of Stein variational gradient descent JMLR 2023 On the Optimality of Misspecified Kernel Ridge Regression ICML 2023 On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 On The Relative Error of Random Fourier Features for Preserving Kernel Distance ICLR 2023 On Undisputed Sets in Abstract Argumentation AAAI 2023 Open Problem: Polynomial linearly-convergent method for g-convex optimization? COLT 2023 Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NeurIPS 2023 Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning NeurIPS 2023 Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond 1+α Moments NeurIPS 2023 Optimal randomized multilevel Monte Carlo for repeatedly nested expectations ICML 2023 Optimal Seat Arrangement: What Are the Hard and Easy Cases? IJCAI 2023 Optimal testing using combined test statistics across independent studies NeurIPS 2023 Optimized Covariance Design for AB Test on Social Network under Interference NeurIPS 2023 Optimizing NOTEARS Objectives via Topological Swaps ICML 2023