2024 INFORMS Data Mining Best Paper Awards
Best General Paper Finalists
Best Student Paper Finalists
DMDA Workshop Best Applied Paper Finalists
- Peiyao Liu, Junpeng Lin, Chen Zhang (Tsinghua University) Runner-Up
- Title: Heterogeneous Multivariate Functional Time Series Modeling: A State Space Approach
- Yu Ma, Dimitris Bertsimas (Massachusetts Institute of Technology) Winner
- Title: M3H: Multimodal Multitask Machine Learning for Healthcare
- Chenyang Li, Jihoon Chung, Mengnan Du, Haimin Wang, Bo Shen (New Jersey Institute of Technology, and Pusan National University)
- Title: On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee
- Nolan M. Talaei, Salih Tutun, Asil Oztekin, Anol Bhattacherjee (University of Massachusetts Lowell, Washington University in St Louis, University of South Florida) Runner-Up
- Title: Gamified Explainable Artificial Intelligence for ADHD Diagnosis: Weighted Harmonized Ensemble Explanations for Latent Label
DMDA Workshop Best Theoretical Paper Finalists
- Bo Lin, Timothy C. Y. Chan, Erick Delage (University of Toronto, HEC Montréal)
- Title: Conformal Inverse Optimization
- Qing Feng, Tianyi Ma, Ruihao Zhu (Cornell University, Shanghai Jiao Tong University, Cornell University)
- Title: Satisficing Exploration in Bandit Optimization
- Ryan Cory-Wright, Jean Pauphilet (Imperial Business School, London Business School) Winner
- Title: Sparse PCA with Multiple Components
- Jiachang Liu, Rui Zhang, Cynthia Rudin (Duke University) Runner-Up
- Title: FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models