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Statistical Learning

4076 directly classified papers

Papers per year

Papers

On Testability and Goodness of Fit Tests in Missing Data Models UAI 2023
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances UAI 2023
Causal effect estimation from observational and interventional data through matrix weighted linear estimators UAI 2023
Heavy-tailed linear bandit with Huber regression UAI 2023
VeCare: Statistical Acoustic Sensing for Automotive In-Cabin Monitoring NSDI 2023
Modeling Human Trust and Reliance in AI-Assisted Decision Making: A Markovian Approach AAAI 2023
Indirectly Supervised Natural Language Processing ACL 2023
Rogue Scores ACL 2023
FedSysID: A Federated Approach to Sample-Efficient System Identification L4DC 2023
Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems L4DC 2023
Physics-Guided Active Learning of Environmental Flow Fields L4DC 2023
Selective Nonparametric Regression via Testing ACML 2023
Weakly Supervised Regression with Interval Targets ICML 2023
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption ICML 2023
Reproducibility of the Methods in Medical Imaging with Deep Learning. MIDL 2023
Common Law Annotations: Investigating the Stability of Dialog System Output Annotations ACL 2023
Forgotten Knowledge: Examining the Citational Amnesia in NLP ACL 2023
Class based Influence Functions for Error Detection ACL 2023
Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision EMNLP 2023
Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning EMNLP 2023
Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023
Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation AISTATS 2023
Meta-Uncertainty in Bayesian Model Comparison AISTATS 2023
Bayesian Variable Selection in a Million Dimensions AISTATS 2023