Data Science & Analytics

Direct vs. indirect evaluation of distributional thesauri COLING 2016 Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Early and Reliable Event Detection Using Proximity Space Representation ICML 2016 Efficient Multi-Instance Learning for Activity Recognition from Time Series Data Using an Auto-Regressive Hidden Markov Model ICML 2016 Estimating Structured Vector Autoregressive Models ICML 2016 Estimating the Size of a Large Network and its Communities from a Random Sample NeurIPS 2016 Event Detection with Burst Information Networks COLING 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Exploring a Continuous and Flexible Representation of the Lexicon COLING 2016 Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016 Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016 Extracting Discriminative Keyphrases with Learned Semantic Hierarchies COLING 2016 Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision JMLR 2016 False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016 Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees ACML 2016 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016 fastFM: A Library for Factorization Machines JMLR 2016 Feature Learning and Automatic Segmentation for Dolphin Communication Analysis Interspeech 2016 Finding significant combinations of features in the presence of categorical covariates NeurIPS 2016 Flexible Models for Microclustering with Application to Entity Resolution NeurIPS 2016 Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NeurIPS 2016 General Tensor Spectral Co-clustering for Higher-Order Data NeurIPS 2016 Graph Clustering: Block-models and model free results NeurIPS 2016