Regression

Sparse Shrunk Additive Models ICML 2020 Speaker Dependent Acoustic-to-Articulatory Inversion Using Real-Time MRI of the Vocal Tract Interspeech 2020 Spectral Deconfounding via Perturbed Sparse Linear Models JMLR 2020 Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks ICML 2020 Spike and slab variational Bayes for high dimensional logistic regression NeurIPS 2020 SSN_NLP at SemEval-2020 Task 7: Detecting Funniness Level Using Traditional Learning with Sentence Embeddings SemEval 2020 Stable Learning via Sample Reweighting AAAI 2020 Stable Prediction with Model Misspecification and Agnostic Distribution Shift AAAI 2020 Stable Regression: On the Power of Optimization over Randomization JMLR 2020 Statistical and Computational Rates in Graph Logistic Regression AISTATS 2020 Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NeurIPS 2020 StochasticRank: Global Optimization of Scale-Free Discrete Functions ICML 2020 Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract) AAAI 2020 Structure-Guided Ranking Loss for Single Image Depth Prediction CVPR 2020 Structure Learning for Approximate Solution of Many-Player Games AAAI 2020 Structure-Preserving Super Resolution With Gradient Guidance CVPR 2020 Subjective Quality Evaluation of Speech Signals Transmitted via BPL-PLC Wired System Interspeech 2020 Sublinear Optimal Policy Value Estimation in Contextual Bandits AISTATS 2020 Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors ICML 2020 Superpixel Segmentation With Fully Convolutional Networks CVPR 2020 Support recovery and sup-norm convergence rates for sparse pivotal estimation AISTATS 2020 Switching Regression Models and Causal Inference in the Presence of Discrete Latent Variables JMLR 2020 System Identification with Time-Aware Neural Sequence Models AAAI 2020 Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer’s Dementia Interspeech 2020 Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020