Regression

Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017 Distributionally Robust Groupwise Regularization Estimator ACML 2017 DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface Interspeech 2017 Dominance and Optimisation Based on Scale-Invariant Maximum Margin Preference Learning IJCAI 2017 Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading IJCAI 2017 ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain SemEval 2017 Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs Interspeech 2017 Efficient Distributed Learning with Sparsity ICML 2017 Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NeurIPS 2017 Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation NeurIPS 2017 Eigenvector-Based Speech Mask Estimation Using Logistic Regression Interspeech 2017 Elementary Symmetric Polynomials for Optimal Experimental Design NeurIPS 2017 Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective IJCAI 2017 Estimating Speaker Clustering Quality Using Logistic Regression Interspeech 2017 Faster Principal Component Regression and Stable Matrix Chebyshev Approximation ICML 2017 Fast Recursive Low-rank Tensor Learning for Regression IJCAI 2017 Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines IJCAI 2017 FEUP at SemEval-2017 Task 5: Predicting Sentiment Polarity and Intensity with Financial Word Embeddings SemEval 2017 FFTLasso: Large-Scale LASSO in the Fourier Domain CVPR 2017 Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data EMNLP 2017 Forest-type Regression with General Losses and Robust Forest ICML 2017 Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection Interspeech 2017 Frequency Domain Predictive Modelling with Aggregated Data AISTATS 2017 Further Results on Predicting Cognitive Abilities for Adaptive Visualizations IJCAI 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017