Data Science & Analytics

Probabilistic preference learning with the Mallows rank model JMLR 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018 Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering EMNLP 2018 Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information IJCAI 2018 Recurrent Collaborative Filtering for Unifying General and Sequential Recommender IJCAI 2018 Reducing Controversy by Connecting Opposing Views IJCAI 2018 Residualized Factor Adaptation for Community Social Media Prediction Tasks EMNLP 2018 Robust and Scalable Models of Microbiome Dynamics ICML 2018 Robust Auto-Weighted Multi-View Clustering IJCAI 2018 Robust Speaker Clustering using Mixtures of von Mises-Fisher Distributions for Naturalistic Audio Streams Interspeech 2018 Robust Subspace Approximation in a Stream NeurIPS 2018 RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018 Safe Active Learning for Time-Series Modeling with Gaussian Processes NeurIPS 2018 Sampling for Approximate Bipartite Network Projection IJCAI 2018 Scalable Laplacian K-modes NeurIPS 2018 Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018 Self-similarity Matrix Based Intelligibility Assessment of Cleft Lip and Palate Speech Interspeech 2018 Sentence Classification for Investment Rules Detection ACL 2018 Sequential Recommender System based on Hierarchical Attention Networks IJCAI 2018 Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018 Significance-based community detection in weighted networks JMLR 2018 Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection ICML 2018 Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting IJCAI 2018 Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018 STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018