Regression

Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP ICML 2017 Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression IJCAI 2017 A Data-Driven Approach for Perceptually Validated Acoustic Features for Children’s Sibilant Fricative Productions Interspeech 2017 A Data-Oriented Model of Literary Language EACL 2017 A Domain Knowledge-Assisted Nonlinear Model for Head-Related Transfer Functions Based on Bottleneck Deep Neural Network Interspeech 2017 Adversarial Surrogate Losses for Ordinal Regression NeurIPS 2017 A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models AISTATS 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 Aggressive, Tense or Shy? Identifying Personality Traits from Crowd Videos IJCAI 2017 A Hierarchical Encoder-Decoder Model for Statistical Parametric Speech Synthesis Interspeech 2017 Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases IJCNLP 2017 Alternating Estimation for Structured High-Dimensional Multi-Response Models NeurIPS 2017 A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation Interspeech 2017 A Minimal Solution for Two-View Focal-Length Estimation Using Two Affine Correspondences CVPR 2017 A Multi-aspect Analysis of Automatic Essay Scoring for Brazilian Portuguese EACL 2017 An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks Interspeech 2017 An Attention-based Regression Model for Grounding Textual Phrases in Images IJCAI 2017 An Audio Based Piano Performance Evaluation Method Using Deep Neural Network Based Acoustic Modeling Interspeech 2017 An Empirical Analysis of Edit Importance between Document Versions EMNLP 2017 A New Model of Final Lowering in Spontaneous Monologue Interspeech 2017 A New Theory for Matrix Completion NeurIPS 2017 An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis Interspeech 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 An Investigation of Crowd Speech for Room Occupancy Estimation Interspeech 2017 An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression Interspeech 2017