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Statistical Learning

4076 directly classified papers

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Papers

Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation AAAI 2024
Towards Safe Policy Learning under Partial Identifiability: A Causal Approach AAAI 2024
Comparing Comparators in Generalization Bounds AISTATS 2024
Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support AISTATS 2024
Information-theoretic Analysis of Bayesian Test Data Sensitivity AISTATS 2024
Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024
Distributional Off-Policy Evaluation for Slate Recommendations AAAI 2024
How to Evaluate Behavioral Models AAAI 2024
Permutation-Based Hypothesis Testing for Neural Networks AAAI 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates AISTATS 2024
Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning AISTATS 2024
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures AISTATS 2024
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data AISTATS 2024
Adaptivity of Diffusion Models to Manifold Structures AISTATS 2024
Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024
Label Noise Robustness of Conformal Prediction JMLR 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
An Online Bootstrap for Time Series AISTATS 2024
Deep Metric Learning With Chance Constraints WACV 2024
Acoustical analysis of the initial phones in speech-laugh INTERSPEECH 2024
Who Finds This Voice Attractive? A Large-Scale Experiment Using In-the-Wild Data INTERSPEECH 2024
Revealing Confounding Biases: A Novel Benchmarking Approach for Aggregate-Level Performance Metrics in Health Assessments INTERSPEECH 2024
Do we EXPECT TO find phonetic traces for syntactic traces? INTERSPEECH 2024
Robust variance-regularized risk minimization with concomitant scaling AISTATS 2024
In search of structure and correspondence in intra-speaker trial-to-trial variability INTERSPEECH 2024