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53 results

PaperCategoryAuthorsDate
Prediction-Powered Smoothing and Validation for Disaggregated AI... ↗ stat.ML 3 Sep 17, 2026
TAP Accuracy Below the Fluctuation Scale and Universal Posterior... ↗ stat.ML 2 Sep 17, 2026
Online Supervised Dimension Reduction with Random Features: Diag... ↗ stat.ML 2 Sep 17, 2026
Model-based Bootstrap for Offline Policy Evaluation in Tabular R... ↗ stat.ML 4 Sep 17, 2026
A Finite Sample Analysis for Quantile Temporal Difference Learni... ↗ stat.ML 4 Aug 27, 2026
Recovering Expert Critic-Sourced Network Adjacency between Music... ↗ stat.ML 2 Aug 27, 2026
Active Diffusion-Based Inference for Ill-Posed Inverse Problems... ↗ stat.ML 3 Aug 27, 2026
Representation Measurements Under Function-Preserving Reparamete... ↗ stat.ML 1 Aug 27, 2026
Transfer Learning in Nonparametric Regression with Deep ReLU Net... ↗ stat.ML 4 Aug 20, 2026
Discrete Diffusion Inference-Time Control with Nested Sequential... ↗ stat.ML 3 Aug 20, 2026
Bagging Robustly Learns VC Classes with Linear Sample Complexity ↗ stat.ML 1 Aug 13, 2026
Wasserstein Filtering: A Sample Selection Method for Robust Dist... ↗ stat.ML 3 Aug 13, 2026
Sinkhorn Linearization and the Spectral Proxy: Unifying the Stat... ↗ stat.ML 5 Aug 13, 2026
High-dimensional networks and mean squared error for possibly mi... ↗ stat.ML 1 Aug 13, 2026
Statistical Properties of Robust Learning under Distributional S... ↗ stat.ML 4 Aug 13, 2026
Scalable estimation of VARMA models ↗ stat.ML 2 Aug 6, 2026
Optimal Rates for Learning with Monotone Adversaries ↗ stat.ML 1 Aug 6, 2026
Stochastic Dynamics on Persistence Diagram Space via Reinforceme... ↗ stat.ML 1 Aug 6, 2026
Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixt... ↗ stat.ML 3 Aug 6, 2026
Beyond Marginal Validity: Finite-Sample Guarantees for Localized... ↗ stat.ML 5 Aug 6, 2026
Handling Missing Data in Probabilistic Regression Trees ↗ stat.ML 3 Aug 6, 2026
Deep Generalised Mixed Models: a Novel Neural Network Structure... ↗ stat.ML 5 Aug 6, 2026
Doubly Robust Functional Representation Learning for Longitudina... ↗ stat.ML 3 Jul 30, 2026
Uncertainty quantification for trustworthy deep learning: Method... ↗ stat.ML 2 Jul 30, 2026
Subjective Risk Decomposition: A New View for Uncertainty Quanti... ↗ stat.ML 3 Jul 16, 2026
cGAP: Generalized Association Plots with HOMALS-Guided Heatmaps... ↗ stat.ML 8 Jul 16, 2026
Optimal Self-Distillation for Rectified Flow via Linear Probing ↗ stat.ML 3 Jul 16, 2026
Score Accuracy Along the Forward Diffusion Does Not Certify Nume... ↗ stat.ML 1 Jul 9, 2026
High-Dimensional Procrustes Matching via Tree Counts ↗ stat.ML 3 Jul 9, 2026
Statistical Efficiency and Inference of Quantile Distributional... ↗ stat.ML 3 Jul 9, 2026
Prediction-Powered Active Testing ↗ stat.ML 5 Jul 9, 2026
Bayesian Experimental Design via Score Matching ↗ stat.ML 3 Jul 9, 2026
The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-... ↗ stat.ML 1 Jul 2, 2026
An Additive MLP-GNN Framework for Characterizing Chemical and St... ↗ stat.ML 2 Jul 2, 2026
Prediction Sets for Counterfactual Decisions: Coverage, Optimali... ↗ stat.ML 2 Jul 2, 2026
When are likely answers right? On Sequence Probability and Corre... ↗ stat.ML 2 Jun 25, 2026
Ribbon: Scalable Approximation and Robust Uncertainty Quantifica... ↗ stat.ML 4 Jun 25, 2026
Beyond Global Divergences: A Local-Mass Perspective on Bayesian... ↗ stat.ML 3 Jun 25, 2026
XMSE-Aware Adaptive Empirical Bayes Estimation ↗ stat.ML 2 Jun 25, 2026
SSH-Net: A Deep Neural Network for Predicting Failure Time Distr... ↗ stat.ML 3 Jun 18, 2026
Statistical Properties of Training & Generalization ↗ stat.ML 3 Jun 18, 2026
Off-Policy Evaluation for Missingness-Aware Policies in MDPs wit... ↗ stat.ML 3 Jun 18, 2026
AK-MCS-C2 : Active Kriging Monte Carlo Simulation method with co... ↗ stat.ML 3 Jun 18, 2026
Majority-of-Three is Optimal ↗ stat.ML 2 Jun 11, 2026
Simultaneous Latent Budget Trees for Stratified Classification ↗ stat.ML 4 Jun 11, 2026
ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Ch... ↗ stat.ML 5 Jun 11, 2026
Conformal Risk Sharing: Certified Cost Allocation with Participa... ↗ stat.ML 1 Jun 4, 2026
Function-Space Priors for Bayesian Neural ODEs with Application... ↗ stat.ML 3 Jun 4, 2026
Symmetric Divergence and Normalized Similarity: A Unified Topolo... ↗ stat.ML 2 Jun 4, 2026
Discrete Causal Representations from Heterogeneous Domains: A Ba... ↗ stat.ML 4 Jun 4, 2026

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