← Mathematics
Mathematics & Optimization › Mathematics ›

Statistics

1219 directly classified papers

Papers per year

Papers

Contrastive Functional Principal Component Analysis AAAI 2025
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025
Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar COLING 2025
Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025
DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025
Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions JMLR 2025
Composite Goodness-of-fit Tests with Kernels JMLR 2025
Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025
Nonparametric Regression on Random Geometric Graphs Sampled from Submanifolds JMLR 2025
Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025
Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025
Differentially Private Multivariate Medians JMLR 2025
Information-theoretic Generalization Analysis for Expected Calibration Error NIPS 2024
On Differentially Private U Statistics NIPS 2024
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression AISTATS 2024
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NIPS 2024
When Is Inductive Inference Possible? NIPS 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
An Improved Algorithm for Learning Drifting Discrete Distributions AISTATS 2024
Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference NIPS 2024
Contrastive dimension reduction: when and how? NIPS 2024
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence NIPS 2024
Graph fission and cross-validation AISTATS 2024