Data Science & Analytics

Contrastive Learning Is Not Optimal for Quasiperiodic Time Series IJCAI 2024 Convergence Guarantees for the DeepWalk Embedding on Block Models ICML 2024 convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data ICML 2024 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation IJCAI 2024 Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild AAAI 2024 CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024 Creating a Typology of Places to Annotate Holocaust Testimonies Through Machine Learning COLING 2024 CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024 Croissant: A Metadata Format for ML-Ready Datasets NeurIPS 2024 Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024 Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024 CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024 Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow AAAI 2024 CuTS: Customizable Tabular Synthetic Data Generation ICML 2024 CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series AAAI 2024 D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024 DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NeurIPS 2024 DANCE: Dual-View Distribution Alignment for Dataset Condensation IJCAI 2024 Data Augmented Graph Neural Networks for Personality Detection AAAI 2024 Data Distribution Valuation NeurIPS 2024 DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024 Dates and places as points of attachment for memorial contents in the ISW corpus: 1938 as a turning point COLING 2024 Debiased Collaborative Filtering with Kernel-Based Causal Balancing ICLR 2024 Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation AAAI 2024