lasso regression

Evaluating Progress of CALL System Users on Accentedness and Comprehensibility: An Acoustic and ASR-Based Approach Interspeech 2025 Selective Inference with Distributed Data JMLR 2025 ITEC at BEA 2024 Shared Task: Predicting Difficulty and Response Time of Medical Exam Questions with Statistical, Machine Learning, and Language Models NAACL 2024 Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net JMLR 2023 Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation JMLR 2023 Optimal Sketching Bounds for Sparse Linear Regression AISTATS 2023 The Contextual Lasso: Sparse Linear Models via Deep Neural Networks NeurIPS 2023 A Comparison of Hamming Errors of Representative Variable Selection Methods ICLR 2022 A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022 Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022 Prediction of L2 speech proficiency based on multi-level linguistic features Interspeech 2022 Thresholded Lasso Bandit ICML 2022 Wind Prediction under Random Data Corruption (Student Abstract) AAAI 2022 Estimating the Lasso's Effective Noise JMLR 2021 Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021 Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale Interspeech 2021 Ising Model Selection Using ℓ_1-Regularized Linear Regression: A Statistical Mechanics Analysis NeurIPS 2021 LassoNet: Neural Networks with Feature Sparsity AISTATS 2021 Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression JMLR 2021 Causal Regularization NeurIPS 2019 Doubly-Robust Lasso Bandit NeurIPS 2019 Fast and Accurate Least-Mean-Squares Solvers NeurIPS 2019 Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso NeurIPS 2019 HMLasso: Lasso with High Missing Rate IJCAI 2019 Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019