Data Science & Analytics

“Bring Your Own Greedy”+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack AISTATS 2020 Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL 2020 Building Location Embeddings from Physical Trajectories and Textual Representations AACL 2020 CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance NSDI 2020 Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory AAAI 2020 Causal analysis of Covid-19 Spread in Germany NeurIPS 2020 Causal Modeling for Fairness In Dynamical Systems ICML 2020 CGD: Multi-View Clustering via Cross-View Graph Diffusion AAAI 2020 Characterization of Singaporean Children’s English: Comparisons to American and British Counterparts Using Archetypal Analysis Interspeech 2020 Characterizing drug mentions in COVID-19 Twitter Chatter EMNLP 2020 CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation NeurIPS 2020 Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest EMNLP 2020 CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task ACL 2020 Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow NeurIPS 2020 CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching NeurIPS 2020 Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting AAAI 2020 Community-Based Group Graphical Lasso JMLR 2020 Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020 Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian NeurIPS 2020 Composable Sketches for Functions of Frequencies: Beyond the Worst Case ICML 2020 Config2Spec: Mining Network Specifications from Network Configurations NSDI 2020 Connecting Spectral Clustering to Maximum Margins and Level Sets JMLR 2020 Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP EMNLP 2020 Conversational Document Prediction to Assist Customer Care Agents EMNLP 2020 CO-Optimal Transport NeurIPS 2020