Data Science & Analytics

Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022 Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets ICML 2022 Low-Pass Graph Convolutional Network for Recommendation AAAI 2022 Low Saxon dialect distances at the orthographic and syntactic level ACL 2022 LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data JMLR 2022 Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022 Matrix Completion with Covariate Information and Informative Missingness JMLR 2022 Memory Augmented State Space Model for Time Series Forecasting IJCAI 2022 Meta-Learning for Online Update of Recommender Systems AAAI 2022 MICO: Selective Search with Mutual Information Co-training COLING 2022 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022 Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors AAAI 2022 MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022 Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022 Modeling Irregular Time Series with Continuous Recurrent Units ICML 2022 MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multilingual Abusive Comment Detection at Scale for Indic Languages NeurIPS 2022 Multilingual Detection of Personal Employment Status on Twitter ACL 2022 Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022 Multiplex Anti-Asian Sentiment before and during the Pandemic: Introducing New Datasets from Twitter Mining ACL 2022 Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders ACML 2022