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Probability

94 directly classified papers

Subtopics

Stochastic Processes (373)

Papers per year

Papers

A Measure-Theoretic Axiomatisation of Causality NIPS 2023
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality COLT 2023
Representing and Computing Uncertainty in Phonological Reconstruction EMNLP 2023
On the Estimation of Gaussian Mixture Copula Models ICML 2023
Data-Driven Invariant Learning for Probabilistic Programs (Extended Abstract) IJCAI 2023
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
Inference and Sampling for Archimax Copulas NIPS 2022
Density Ratio Estimation via Infinitesimal Classification AISTATS 2022
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions NIPS 2021
A Central Limit Theorem for Differentially Private Query Answering NIPS 2021
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball COLT 2021
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions ICML 2021
Bayesian Quadrature on Riemannian Data Manifolds ICML 2021
Kernel Thinning COLT 2021
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent COLT 2021
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NIPS 2020
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020
Dimension-Free Error Bounds from Random Projections AAAI 2019
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Maximum a posteriori Speech Enhancement Based on Double Spectrum INTERSPEECH 2019
On the Hardness of Probabilistic Inference Relaxations AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Modelling Stopping Criteria for Search Results using Poisson Processes IJCNLP 2019
$β^3$-IRT: A New Item Response Model and its Applications AISTATS 2019