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Probability

1043 directly classified papers

Papers per year

Papers

Mean-field nonparametric estimation of interacting particle systems COLT 2022
Sharp Constants in Uniformity Testing via the Huber Statistic COLT 2022
Non-Gaussian Component Analysis via Lattice Basis Reduction COLT 2022
Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown AISTATS 2022
Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
Capturing Graphs with Hypo-Elliptic Diffusions NIPS 2022
Using hierarchies to efficiently combine evidence with Dempster’s rule of combination UAI 2022
Offline change detection under contamination UAI 2022
Overparameterization from Computational Constraints NIPS 2022
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022
Self-Consistency of the Fokker Planck Equation COLT 2022
Gardner formula for Ising perceptron models at small densities COLT 2022
Bayesian spillover graphs for dynamic networks UAI 2022
On The Memory Complexity of Uniformity Testing COLT 2022
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss NIPS 2022
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NIPS 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Flexible Accuracy for Differential Privacy AISTATS 2022
Dynamic Fair Division with Partial Information NIPS 2022
Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics NIPS 2022
Symbol Grounding and Task Learning from Imperfect Corrections ACL 2021
Kernel Thinning COLT 2021