Data Science & Analytics

Change point localization in dependent dynamic nonparametric random dot product graphs JMLR 2022 Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains NeurIPS 2022 Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ACL 2022 Closed-Form Diffeomorphic Transformations for Time Series Alignment ICML 2022 CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022 Clustering Plotted Data by Image Segmentation CVPR 2022 Cluster Randomized Designs for One-Sided Bipartite Experiments NeurIPS 2022 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022 Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints NeurIPS 2022 College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 Community detection in sparse latent space models JMLR 2022 Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022 Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022 Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild NeurIPS 2022 Conformal Prediction with Temporal Quantile Adjustments NeurIPS 2022 Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NeurIPS 2022 Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. EMNLP 2022 Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System ACL 2022 Contextualizing Emerging Trends in Financial News Articles EMNLP 2022 Context Uncertainty in Contextual Bandits with Applications to Recommender Systems AAAI 2022