Data Science & Analytics

Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion NeurIPS 2020 Adversarial Dynamic Shapelet Networks AAAI 2020 Adversarial Oracular Seq2seq Learning for Sequential Recommendation IJCAI 2020 Adversarial Sparse Transformer for Time Series Forecasting NeurIPS 2020 A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020 A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation IJCAI 2020 A Knowledge-Aware Attentional Reasoning Network for Recommendation AAAI 2020 A large scale analysis of hundreds of in-memory cache clusters at Twitter OSDI 2020 A Machine Learning Approach to Identify Houses with High Lead Tap Water Concentrations AAAI 2020 A Model of Fake Data in Data-driven Analysis JMLR 2020 A Multiarmed Bandit Based Incentive Mechanism for a Subset Selection of Customers for Demand Response in Smart Grids AAAI 2020 A Multi-Channel Neural Graphical Event Model with Negative Evidence AAAI 2020 Analyzing Political Parody in Social Media ACL 2020 An Attentional Recurrent Neural Network for Personalized Next Location Recommendation AAAI 2020 A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model ICML 2020 An efficient representation of chronological events in medical texts EMNLP 2020 An Empirical Analysis of Human-Bot Interaction on Reddit EMNLP 2020 An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events EMNLP 2020 A New Attention Mechanism to Classify Multivariate Time Series IJCAI 2020 A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020 An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020 Annotating Temporal Dependency Graphs via Crowdsourcing EMNLP 2020 An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ACL 2020 An Open Source Implementation of ITU-T Recommendation P.808 with Validation Interspeech 2020 A Numerical Measure of the Instability of Mapper-Type Algorithms JMLR 2020