Data Science & Analytics

Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021 Learning Representations for Incomplete Time Series Clustering AAAI 2021 Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases AAAI 2021 Learning sparse mixtures of permutations from noisy information COLT 2021 Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021 Learning to Recommend from Sparse Data via Generative User Feedback AAAI 2021 Learning to Truncate Ranked Lists for Information Retrieval AAAI 2021 Learning User Preferences in Non-Stationary Environments AISTATS 2021 Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data ACML 2021 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NeurIPS 2021 Linear Convergence of Gradient Methods for Estimating Structured Transition Matrices in High-dimensional Vector Autoregressive Models NeurIPS 2021 Local Algorithms for Finding Densely Connected Clusters ICML 2021 Locally Differentially-Private Randomized Response for Discrete Distribution Learning JMLR 2021 Locally Private k-Means Clustering JMLR 2021 Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021 Manipulation of k-Coalitional Games on Social Networks IJCAI 2021 Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations ACML 2021 MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking CVPR 2021 Measuring Prefixation and Suffixation in the Languages of the World NAACL 2021 Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 EACL 2021 Memory-Gated Recurrent Networks AAAI 2021 Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia ACL 2021 Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021 MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data NeurIPS 2021 Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract) AAAI 2021