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Probability

1043 directly classified papers

Papers per year

Papers

Sharp Constants in Uniformity Testing via the Huber Statistic COLT 2022
Data-Driven Chance Constrained Control using Kernel Distribution Embeddings L4DC 2022
Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022
Hidden 1-Counter Markov Models and How to Learn Them IJCAI 2022
Registration of Human Point Set Using Automatic Key Point Detection and Region-Aware Features WACV 2022
Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets JMLR 2022
Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training JMLR 2022
Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
Invariant Ancestry Search ICML 2022
Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates AISTATS 2022
Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes AISTATS 2022
On perfectness in Gaussian graphical models AISTATS 2022
Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022
Differential privacy for symmetric log-concave mechanisms AISTATS 2022
Discrete Probabilistic Inverse Optimal Transport ICML 2022
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022
A Random Matrix Perspective on Random Tensors JMLR 2022
Orbital MCMC AISTATS 2022
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022
Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Signature Moments to Characterize Laws of Stochastic Processes JMLR 2022
Rejection sampling from shape-constrained distributions in sublinear time AISTATS 2022