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Probability

1043 directly classified papers

Papers per year

Papers

Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method JMLR 2025
A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025
Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings COLING 2025
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation JMLR 2025
Asymptotic Fair Division: Chores Are Easier Than Goods IJCAI 2025
Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025
Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025
Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities JMLR 2025
Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence JMLR 2024
Pure Differential Privacy for Functional Summaries with a Laplace-like Process JMLR 2024
Hamiltonian Monte Carlo for efficient Gaussian sampling: long and random steps JMLR 2024
Universal Exact Compression of Differentially Private Mechanisms NIPS 2024
Structural perspective on constraint-based learning of Markov networks AISTATS 2024
ROME: Robust Multi-Modal Density Estimator IJCAI 2024
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX JMLR 2024
Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference NIPS 2024
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NIPS 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence NIPS 2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024
Deep Learning for Computing Convergence Rates of Markov Chains NIPS 2024
Low Degree Hardness for Broadcasting on Trees NIPS 2024
Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences IJCAI 2024