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

Statistical Learning

4,076 papers

Papers per year

Papers

F0 Patterns in Mandarin Statements of Mandarin and Cantonese Speakers INTERSPEECH 2020
Discriminative Method to Extract Coarse Prosodic Structure and its Application for Statistical Phrase/Accent Command Estimation INTERSPEECH 2020
A Statistical Learning Approach to Modal Regression JMLR 2020
Neyman-Pearson classification: parametrics and sample size requirement JMLR 2020
Distributed Feature Screening via Componentwise Debiasing JMLR 2020
Noise Accumulation in High Dimensional Classification and Total Signal Index JMLR 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Optimal Bipartite Network Clustering JMLR 2020
High-Dimensional Inference for Cluster-Based Graphical Models JMLR 2020
Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes JMLR 2020
Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020
Scalable Approximate MCMC Algorithms for the Horseshoe Prior JMLR 2020
High-dimensional Gaussian graphical models on network-linked data JMLR 2020
Sequential change-point detection in high-dimensional Gaussian graphical models JMLR 2020
Causal Discovery from Heterogeneous/Nonstationary Data JMLR 2020
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020
Minimax Nonparametric Parallelism Test JMLR 2020
High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model JMLR 2020
Prediction regions through Inverse Regression JMLR 2020
Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space JMLR 2020
Agnostic Estimation for Phase Retrieval JMLR 2020
A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020
Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks JMLR 2020
Asymptotic Consistency of $\alpha$-{R}ényi-Approximate Posteriors JMLR 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes JMLR 2020