Data Mining

Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints NeurIPS 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022 Coresets for Data Discretization and Sine Wave Fitting AISTATS 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022 DEPAC: a Corpus for Depression and Anxiety Detection from Speech NAACL 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 Differentially Private Maximal Information Coefficients ICML 2022 EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022 Efficient and Effective Optimal Transport-Based Biclustering NeurIPS 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task EMNLP 2022 Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search NeurIPS 2022 Finding Scientific Topics in Continuously Growing Text Corpora COLING 2022 GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing AACL 2022 GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion IJCAI 2022 Graphicon Evolution on the Chinese Social Media Platform BiliBili NAACL 2022 Incorporating Item Frequency for Differentially Private Set Union AAAI 2022 Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems ACL 2022 Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022 Light Agents Searching for Hot Information IJCAI 2022 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022 Network Regression with Graph Laplacians JMLR 2022 On the Effectiveness of Persistent Homology NeurIPS 2022 On the Robustness of CountSketch to Adaptive Inputs ICML 2022