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Probability

1,045 papers

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Papers

Optimal Transport with Tempered Exponential Measures AAAI 2024
Combinatorial Stochastic-Greedy Bandit AAAI 2024
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning AAAI 2024
Statistical Spatially Inhomogeneous Diffusion Inference AAAI 2024
BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence AAAI 2024
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024
Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024
When is a Language Process a Language Model? ACL 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Fast 1-Wasserstein distance approximations using greedy strategies AISTATS 2024
On Ranking-based Tests of Independence AISTATS 2024
Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems AISTATS 2024
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization AISTATS 2024
On the Expected Size of Conformal Prediction Sets AISTATS 2024
Structural perspective on constraint-based learning of Markov networks AISTATS 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024
PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model AISTATS 2024
Conditional Adjustment in a Markov Equivalence Class AISTATS 2024
Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024
The Relative Gaussian Mechanism and its Application to Private Gradient Descent AISTATS 2024
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions AISTATS 2024
On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024
On cyclical MCMC sampling AISTATS 2024