Data Science & Analytics

Modal-set estimation with an application to clustering AISTATS 2017 Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression IJCAI 2017 Multi-Component Nonnegative Matrix Factorization IJCAI 2017 Multilevel Clustering via Wasserstein Means ICML 2017 Multiple Kernel Clustering Framework with Improved Kernels IJCAI 2017 Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization IJCAI 2017 Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction EMNLP 2017 Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem EMNLP 2017 Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates ICML 2017 Nonparametric Risk Bounds for Time-Series Forecasting JMLR 2017 Non-Stationary Spectral Kernels NeurIPS 2017 Off-policy evaluation for slate recommendation NeurIPS 2017 Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017 Online Summarization via Submodular and Convex Optimization CVPR 2017 Opinion Recommendation Using A Neural Model EMNLP 2017 Optimal Recovery of Tensor Slices AISTATS 2017 Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017 Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017 Predicting Epenthetic Vowel Quality from Acoustics Interspeech 2017 Predicting User Activity Level In Point Processes With Mass Transport Equation NeurIPS 2017 Privileged Matrix Factorization for Collaborative Filtering IJCAI 2017 Probabilistic Submodular Maximization in Sub-Linear Time ICML 2017 Projective Low-rank Subspace Clustering via Learning Deep Encoder IJCAI 2017 Proportional Rankings IJCAI 2017 Proposing a Highly Accurate Hybrid Component-Based Factorised Preference Model in Recommender Systems IJCAI 2017