Regression

Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Streaming kernel regression with provably adaptive mean, variance, and regularization JMLR 2018 Structured Gaussian Processes with Twin Multiple Kernel Learning ACML 2018 Subband Weighting for Binaural Speech Source Localization Interspeech 2018 Subsampling for Ridge Regression via Regularized Volume Sampling AISTATS 2018 Subspace Embedding and Linear Regression with Orlicz Norm ICML 2018 Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings COLING 2018 Supervised and Unsupervised Minimalist Quality Estimators: Vicomtech’s Participation in the WMT 2018 Quality Estimation Task EMNLP 2018 Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data EMNLP 2018 Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds NeurIPS 2018 TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ACL 2018 The DFS Fused Lasso: Linear-Time Denoising over General Graphs JMLR 2018 The Effect of Adding Authorship Knowledge in Automated Text Scoring NAACL 2018 The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions EMNLP 2018 The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities COLING 2018 The Well-Tempered Lasso ICML 2018 The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SemEval 2018 tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models JMLR 2018 Training Recurrent Neural Network through Moment Matching for NLP Applications Interspeech 2018 Transformation Autoregressive Networks ICML 2018 UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models SemEval 2018 UnibucKernel: A kernel-based learning method for complex word identification NAACL 2018