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Probability

1,045 papers

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Papers

Using Conditional Independence for Belief Revision AAAI 2022
How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
(In)Alienable Possession in Mandarin Relative Clauses AACL 2022
On Linear Model with Markov Signal Priors AISTATS 2022
Identity Testing of Reversible Markov Chains AISTATS 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Rejection sampling from shape-constrained distributions in sublinear time AISTATS 2022
Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown AISTATS 2022
A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022
Flexible Accuracy for Differential Privacy AISTATS 2022
Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022
Orbital MCMC AISTATS 2022
Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals AISTATS 2022
Differential privacy for symmetric log-concave mechanisms AISTATS 2022
Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022
On perfectness in Gaussian graphical models AISTATS 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022
Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes AISTATS 2022
Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates AISTATS 2022
Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022
Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev COLT 2022
Robust Estimation for Random Graphs COLT 2022
Optimal Mean Estimation without a Variance COLT 2022