Data Mining

Optimal partition recovery in general graphs AISTATS 2022 Order-Invariant Cardinality Estimators Are Differentially Private NeurIPS 2022 PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022 Predicting Label Distribution from Multi-label Ranking NeurIPS 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data NeurIPS 2022 Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT NeurIPS 2022 Sampling from Arbitrary Functions via PSD Models AISTATS 2022 Scalable and Efficient Non-adaptive Deterministic Group Testing NeurIPS 2022 Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining AAAI 2022 Shedding New Light on the Language of the Dark Web NAACL 2022 Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media AAAI 2022 Simple and Effective Graph-to-Graph Annotation Conversion COLING 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022 The Correlation-assisted Missing Data Estimator JMLR 2022 Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022 Towards Better Evaluation for Dynamic Link Prediction NeurIPS 2022 Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 EMNLP 2022 Using LARA to create image-based and phonetically annotated multimodal texts for endangered languages ACL 2022 WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ACL 2022 Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships NeurIPS 2021 Accounting for Confirmation Bias in Crowdsourced Label Aggregation IJCAI 2021 A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text IJCAI 2021 Anomaly Mining - Past, Present and Future IJCAI 2021