Probability

Finite-Sample Symmetric Mean Estimation with Fisher Information Rate COLT 2023 Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract) IJCAI 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023 Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees CoRL 2023 High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors ICML 2023 Huber-robust confidence sequences AISTATS 2023 Improved Discretization Analysis for Underdamped Langevin Monte Carlo COLT 2023 Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023 Inference and sampling of point processes from diffusion excursions UAI 2023 Instance-Dependent Generalization Bounds via Optimal Transport JMLR 2023 Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023 Kernel-Based Tests for Likelihood-Free Hypothesis Testing NeurIPS 2023 Kernel Conditional Moment Constraints for Confounding Robust Inference AISTATS 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 Langevin Quasi-Monte Carlo NeurIPS 2023 Large data limit of the MBO scheme for data clustering: convergence of the dynamics JMLR 2023 Learning Curves for Deep Structured Gaussian Feature Models NeurIPS 2023 Learning Hidden Markov Models When the Locations of Missing Observations are Unknown ICML 2023 Learning k-qubit Quantum Operators via Pauli Decomposition AISTATS 2023 Learning Preference Models with Sparse Interactions of Criteria IJCAI 2023 Learning Rate Free Sampling in Constrained Domains NeurIPS 2023 Local Message Passing on Frustrated Systems UAI 2023 Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models COLT 2023 Markovian Sliced Wasserstein Distances: Beyond Independent Projections NeurIPS 2023