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Statistical Learning

4,076 papers

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Papers

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
Best Arm Identification for Contaminated Bandits JMLR 2019
Regularization via Mass Transportation JMLR 2019
Learning Unfaithful $K$-separable Gaussian Graphical Models JMLR 2019
An Efficient Two Step Algorithm for High Dimensional Change Point Regression Models Without Grid Search JMLR 2019
Distributed Inference for Linear Support Vector Machine JMLR 2019
Learning Attribute Patterns in High-Dimensional Structured Latent Attribute Models JMLR 2019
Binarsity: a penalization for one-hot encoded features in linear supervised learning JMLR 2019