Data Science & Analytics

Online Matrix Completion: A Collaborative Approach with Hott Items ICML 2024 On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024 On Online Experimentation without Device Identifiers ICML 2024 On Overcoming Miscalibrated Conversational Priors in LLM-based ChatBots UAI 2024 On Softmax Direct Preference Optimization for Recommendation NeurIPS 2024 On the cohesion and separability of average-link for hierarchical agglomerative clustering NeurIPS 2024 On the Embedding Collapse when Scaling up Recommendation Models ICML 2024 On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024 On the Identifiability of Switching Dynamical Systems ICML 2024 On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024 Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining AAAI 2024 Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries JMLR 2024 Order Effects in Annotation Tasks: Further Evidence of Annotation Sensitivity EACL 2024 Outlier Ranking for Large-Scale Public Health Data AAAI 2024 Out-of-Domain Generalization in Dynamical Systems Reconstruction ICML 2024 Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024 Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024 Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NeurIPS 2024 Partial Multi-View Clustering via Self-Supervised Network AAAI 2024 Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract) AAAI 2024 Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ACL 2024 PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024 PepRec: Progressive Enhancement of Prompting for Recommendation EMNLP 2024 Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization AAAI 2024 Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis NeurIPS 2024