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Probability

1043 directly classified papers

Papers per year

Papers

Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022
A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022
Distribution Regression with Sliced Wasserstein Kernels ICML 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) IJCAI 2022
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes ICML 2022
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization ICML 2022
Using Conditional Independence for Belief Revision AAAI 2022
Power Iteration for Tensor PCA JMLR 2022
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022
Invariant Ancestry Search ICML 2022
Abstract Argumentation Frameworks with Marginal Probabilities IJCAI 2022
Mean-field nonparametric estimation of interacting particle systems COLT 2022
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information COLT 2022
Sharp Constants in Uniformity Testing via the Huber Statistic COLT 2022
Non-Gaussian Component Analysis via Lattice Basis Reduction COLT 2022
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy NIPS 2022
Thinned random measures for sparse graphs with overlapping communities NIPS 2022
Multistate analysis with infinite mixtures of Markov chains UAI 2022
Self-Consistency of the Fokker Planck Equation COLT 2022
Offline change detection under contamination UAI 2022
Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022
Bayesian spillover graphs for dynamic networks UAI 2022
Overparameterization from Computational Constraints NIPS 2022