Regression

Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes JMLR 2016 End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016 Enhancement of Automatic Oral Presentation Assessment System Using Latent N-Grams Word Representation and Part-of-Speech Information Interspeech 2016 Error Analysis of Generalized Nyström Kernel Regression NeurIPS 2016 Estimating Structured Vector Autoregressive Models ICML 2016 Estimating the Sincerity of Apologies in Speech by DNN Rank Learning and Prosodic Analysis Interspeech 2016 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence JMLR 2016 Estimation of Children’s Physical Characteristics from Their Voices Interspeech 2016 Event-Specific Image Importance CVPR 2016 Exemplar Dynamics in Phonetic Convergence of Speech Rate Interspeech 2016 Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016 Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016 Fast Algorithms for Segmented Regression ICML 2016 Fast and Flexible Monotonic Functions with Ensembles of Lattices NeurIPS 2016 fastFM: A Library for Factorization Machines JMLR 2016 Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching ICML 2016 Feature-distributed sparse regression: a screen-and-clean approach NeurIPS 2016 Formant Estimation and Tracking Using Deep Learning Interspeech 2016 Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration JMLR 2016 Fusing Acoustic Feature Representations for Computational Paralinguistics Tasks Interspeech 2016 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016 Generation of Emotion Control Vector Using MDS-Based Space Transformation for Expressive Speech Synthesis Interspeech 2016 Glimpsing Predictions for Natural and Vocoded Sentence Intelligibility During Modulation Masking: Effect of the Glimpse Cutoff Criterion Interspeech 2016 gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity MLHC 2016