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Probability

1043 directly classified papers

Papers per year

Papers

Data-driven memory-dependent abstractions of dynamical systems L4DC 2023
Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique COLT 2023
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NIPS 2023
Self-Consistent Velocity Matching of Probability Flows NIPS 2023
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures NIPS 2023
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach. COLT 2023
Sharper Bounds for $\ell_p$ Sensitivity Sampling ICML 2023
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments NIPS 2023
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise ICML 2023
Adaptive Riemannian stochastic gradient descent and reparameterization for Gaussian mixture model fitting ACML 2023
Time-uniform confidence bands for the CDF under nonstationarity NIPS 2023
Should you marginalize over possible tokenizations? ACL 2023
Kernel-Based Tests for Likelihood-Free Hypothesis Testing NIPS 2023
A Faster Sampler for Discrete Determinantal Point Processes AISTATS 2023
Why Rumors Spread Fast in Social Networks, and How to Stop It IJCAI 2023
Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction ICML 2023
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories AISTATS 2023
Moments, Random Walks, and Limits for Spectrum Approximation COLT 2023
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
Overparameterized Random Feature Regression with Nearly Orthogonal Data AISTATS 2023
Tokenization and the Noiseless Channel ACL 2023
Computational Guarantees for Doubly Entropic Wasserstein Barycenters NIPS 2023
Optimal randomized multilevel Monte Carlo for repeatedly nested expectations ICML 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case ICML 2023
A Faster Practical Approximation Scheme for the Permanent AAAI 2023