Regression

Manifold Structured Prediction NeurIPS 2018 Matrix completion with Preference Ranking for Top-N Recommendation IJCAI 2018 Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018 Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NeurIPS 2018 Modeling Personality Traits of Filipino Twitter Users NAACL 2018 Modeling Self-Reported and Observed Affect from Speech Interspeech 2018 Modeling Student Response Times: Towards Efficient One-on-one Tutoring Dialogues EMNLP 2018 Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization Interspeech 2018 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Multivariate Bayesian Structural Time Series Model JMLR 2018 MX-LSTM: Mixing Tracklets and Vislets to Jointly Forecast Trajectories and Head Poses CVPR 2018 Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models AISTATS 2018 Neural Networks for Predicting Algorithm Runtime Distributions IJCAI 2018 Nonconvex Optimization for Regression with Fairness Constraints ICML 2018 Nonoverlap-Promoting Variable Selection ICML 2018 Nonparametric Preference Completion AISTATS 2018 Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018 Nonparametric Sharpe Ratio Function Estimation in Heteroscedastic Regression Models via Convex Optimization AISTATS 2018 Normalizing Early English Letters to Present-day English Spelling COLING 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 Objective Function Learning to Match Human Judgements for Optimization-Based Summarization NAACL 2018 On b-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018 On denoising modulo 1 samples of a function AISTATS 2018