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Probability

1043 directly classified papers

Papers per year

Papers

Overparameterized Random Feature Regression with Nearly Orthogonal Data AISTATS 2023
Sharper Bounds for $\ell_p$ Sensitivity Sampling ICML 2023
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories AISTATS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
A Faster Sampler for Discrete Determinantal Point Processes AISTATS 2023
Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023
Sampling From a Schrödinger Bridge AISTATS 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise ICML 2023
Learning k-qubit Quantum Operators via Pauli Decomposition AISTATS 2023
Adaptive Cholesky Gaussian Processes AISTATS 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Large data limit of the MBO scheme for data clustering: convergence of the dynamics JMLR 2023
High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors ICML 2023
Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract) IJCAI 2023
A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds JMLR 2023
Learning Preference Models with Sparse Interactions of Criteria IJCAI 2023
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps ICML 2023
Max Markov Chain IJCAI 2023
Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Evaluating Generative Networks Using Gaussian Mixtures of Image Features WACV 2023
The Saddle-Point Method in Differential Privacy ICML 2023
Instance-Dependent Generalization Bounds via Optimal Transport JMLR 2023