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Probability

1,045 papers

Papers per year

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31
113
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Papers

Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow AISTATS 2024
Online multiple testing with e-values AISTATS 2024
Acceleration and Implicit Regularization in Gaussian Phase Retrieval AISTATS 2024
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024
First Passage Percolation with Queried Hints AISTATS 2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024
Tight Bounds for Local Glivenko-Cantelli ALT 2024
Distances for Markov Chains, and Their Differentiation ALT 2024
Concentration of empirical barycenters in metric spaces ALT 2024
Fast parallel sampling under isoperimetry COLT 2024
Detection of $L_∞$ Geometry in Random Geometric Graphs: Suboptimality of Triangles and Cluster Expansion COLT 2024
Correlated Binomial Process COLT 2024
Contraction of Markovian Operators in Orlicz Spaces and Error Bounds for Markov Chain Monte Carlo (Extended Abstract) COLT 2024
Sampling Polytopes with Riemannian HMC: Faster Mixing via the Lewis Weights Barrier COLT 2024
Provable Advantage in Quantum PAC Learning COLT 2024
Open Problem: Tight Characterization of Instance-Optimal Identity Testing COLT 2024
Open problem: Convergence of single-timescale mean-field Langevin descent-ascent for two-player zero-sum games COLT 2024
Objects as Volumes: A Stochastic Geometry View of Opaque Solids CVPR 2024
Alpha Invariance: On Inverse Scaling Between Distance and Volume Density in Neural Radiance Fields CVPR 2024
How to Compute the Probability of a Word EMNLP 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024
Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences IJCAI 2024
ROME: Robust Multi-Modal Density Estimator IJCAI 2024
Experimental evaluation of MOS, AB and BWS listening test designs INTERSPEECH 2024