Data Science & Analytics

Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021 ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021 SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data ICML 2021 Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021 Single Image Human Proxemics Estimation for Visual Social Distancing WACV 2021 Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection ACL 2021 Size-Invariant Detection of Marine Vessels From Visual Time Series WACV 2021 Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) AAAI 2021 SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues ACL 2021 Solving Soft Clustering Ensemble via k-Sparse Discrete Wasserstein Barycenter NeurIPS 2021 Sparse Popularity Adjusted Stochastic Block Model JMLR 2021 Sparse Quantized Spectral Clustering ICLR 2021 Sparse Tensor Additive Regression JMLR 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021 Speaking Corona? Human and Machine Recognition of COVID-19 from Voice Interspeech 2021 Spectral embedding for dynamic networks with stability guarantees NeurIPS 2021 Statistical guarantees for local graph clustering JMLR 2021 Statistically and Computationally Efficient Change Point Localization in Regression Settings JMLR 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021 STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021 Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021 Study of Manifestation of Civil Unrest on Twitter EMNLP 2021 Submodular Span, with Applications to Conditional Data Summarization AAAI 2021 Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021 Subseasonal climate prediction in the western US using Bayesian spatial models UAI 2021