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Probability

1043 directly classified papers

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Papers

KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support NIPS 2021
Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models NIPS 2021
The Many Faces of Adversarial Risk NIPS 2021
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NIPS 2021
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent NIPS 2021
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NIPS 2021
Testing Probabilistic Circuits NIPS 2021
Ising Model Selection Using $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis NIPS 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021
Generalized Kings and Single-Elimination Winners in Random Tournaments IJCAI 2021
The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle NIPS 2021
A Stein Goodness-of-test for Exponential Random Graph Models AISTATS 2021
Non-asymptotic convergence bounds for Wasserstein approximation using point clouds NIPS 2021
Statistical Query Algorithms and Low Degree Tests Are Almost Equivalent COLT 2021
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Nonparametric Fisher Geometry with Application to Density Estimation UAI 2020
Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020
Information Theoretic Optimal Learning of Gaussian Graphical Models COLT 2020
Extrapolating the profile of a finite population COLT 2020
Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020
Gradient descent algorithms for Bures-Wasserstein barycenters COLT 2020
Free Energy Wells and Overlap Gap Property in Sparse PCA COLT 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence L4DC 2020
Predicting Declension Class from Form and Meaning ACL 2020