conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Statistical Learning

4,117 papers

Papers per year

9
62
100
382
192
'05
'10
'15
'20
'25

Papers

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025
Proper losses regret at least 1/2-order JMLR 2025
Bayesian Score Calibration for Approximate Models JMLR 2025
Certified Machine Unlearning Under High Dimensional Regime JMLR 2025
What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length NAACL 2025
Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation NAACL 2025
No Simple Answer to Data Complexity: An Examination of Instance-Level Complexity Metrics for Classification Tasks NAACL 2025
Reliability of Topic Modeling NAACL 2025
Can Unconfident LLM Annotations Be Used for Confident Conclusions? NAACL 2025
A Grounded Typology of Word Classes NAACL 2025
Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard NAACL 2025
Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions NAACL 2025
InspectorRAGet: An Introspection Platform for RAG Evaluation NAACL 2025
Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions NAACL 2025
Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches NAACL 2025
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping RSS 2025
Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection WACV 2025
ERM++: An Improved Baseline for Domain Generalization WACV 2025
Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025
Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off WACV 2025
Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt AACL 2025
Robust Sparse Regression with Non-Isotropic Designs NIPS 2024
Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality NIPS 2024
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NIPS 2024
Data Distribution Valuation NIPS 2024