Data Science & Analytics

On Mixtures of Markov Chains NeurIPS 2016 On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016 Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM Interspeech 2016 Poisson-Gamma dynamical systems NeurIPS 2016 Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016 Predicting Restaurant Consumption Level through Social Media Footprints COLING 2016 Predicting sentential semantic compatibility for aggregation in text-to-text generation COLING 2016 Preference Completion from Partial Rankings NeurIPS 2016 Product Classification in E-Commerce using Distributional Semantics COLING 2016 Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NeurIPS 2016 Reconstructing Parameters of Spreading Models from Partial Observations NeurIPS 2016 Regime Aware Learning PGM 2016 Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion CVPR 2016 Respiratory Belts and Whistles: A Preliminary Study of Breathing Acoustics for Turn-Taking Interspeech 2016 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 2016 Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization COLING 2016 Solving Temporal Puzzles CVPR 2016 Sorting out typicality with the inverse moment matrix SOS polynomial NeurIPS 2016 Speech Likability and Personality-Based Social Relations: A Round-Robin Analysis over Communication Channels Interspeech 2016 Statistical Matching of Discrete Data by Bayesian Networks PGM 2016 Stratified Sampling Meets Machine Learning ICML 2016 Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction NeurIPS 2016 The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM ICML 2016 The SRI CLEO Speaker-State Corpus Interspeech 2016