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Statistical Learning

4,117 papers

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Papers

Ensemble-based Ultrahigh-dimensional Variable Screening IJCAI 2019
Latent Semantics Encoding for Label Distribution Learning IJCAI 2019
HDI-Forest: Highest Density Interval Regression Forest IJCAI 2019
LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs IJCAI 2019
Principal Component Analysis in the Local Differential Privacy Model IJCAI 2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects IJCNLP 2019
PASCAL and DPA: A Pilot Study on Using Prosodic Competence Scores to Predict Communicative Skills for Team Working and Public Speaking INTERSPEECH 2019
Multi-PLDA Diarization on Children’s Speech INTERSPEECH 2019
Zooming in on Spatiotemporal V-to-C Coarticulation with Functional PCA INTERSPEECH 2019
ERP Signal Analysis with Temporal Resolution Using a Time Window Bank INTERSPEECH 2019
Phase Synchronization Between EEG Signals as a Function of Differences Between Stimuli Characteristics INTERSPEECH 2019
V-to-V Coarticulation Induced Acoustic and Articulatory Variability of Vowels: The Effect of Pitch-Accent INTERSPEECH 2019
Nasal Consonant Discrimination in Infant- and Adult-Directed Speech INTERSPEECH 2019
Prosodic Characteristics of Mandarin Declarative and Interrogative Utterances in Parkinson’s Disease INTERSPEECH 2019
Vocal Biomarker Assessment Following Pediatric Traumatic Brain Injury: A Retrospective Cohort Study INTERSPEECH 2019
Benchmarking Benchmarks: Introducing New Automatic Indicators for Benchmarking Spoken Language Understanding Corpora INTERSPEECH 2019
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory JMLR 2019
Learnability of Solutions to Conjunctive Queries JMLR 2019
Variance-based Regularization with Convex Objectives JMLR 2019
On Consistent Vertex Nomination Schemes JMLR 2019
Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019
Prediction Risk for the Horseshoe Regression JMLR 2019
Quantification Under Prior Probability Shift: the Ratio Estimator and its Extensions JMLR 2019
An asymptotic analysis of distributed nonparametric methods JMLR 2019