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• TRACE: A Generalizable Drift Detector for Streaming Data-Driven Optimization

  Yuan-Ting Zhong, Ting Huang, Xiaolin Xiao, Yue-Jiao Gong

  28910-28918

  2026-03-14

• Fair Bayesian Data Selection via Generalized Discrepancy Measures

  Yixuan Zhang, Jiabin Luo, Zhenggang Wang, Feng Zhou, Quyu Kong

  28483-28491

  2026-03-14

• Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data

  Boyo Chen, Buo-Fu Chen, Yun-Nung Chen

  14721-14728

  2021-05-18

• Predicting Flashover Occurrence using Surrogate Temperature Data

  Eugene Yujun Fu, Wai Cheong Tam, Jun Wang, Richard Peacock, Paul A Reneke, Grace Ngai, Hong Va Leong, Thomas Cleary

  14785-14794

  2021-05-18

• Combining Machine Learning & Reasoning for Biodiversity Data Intelligence

  Atriya Sen, Beckett Sterner, Nico Franz, Caleb Powel, Nathan Upham

  14911-14919

  2021-05-18

• Efficient Robot Learning from Diverse Data

  Chang Shi

  41080-41081

  2026-03-14

• On Learning Deep Models with Imbalanced Data Distribution

  Puspita Majumdar, Richa Singh, Mayank Vatsa

  15720-15721

  2021-05-18

• RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network

  Mengbo Wang, Zhuochen Fan, Dayu Wang, Guorui Xie, Qing Li, Zeyu Luan, Yong Jiang, Tong Yang, Mingwei Xu

  26380-26389

  2026-03-14

• Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity

  Dmitry Bylinkin, Aleksandr Beznosikov

  15632-15640

  2025-04-11

• scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract)

  Xiaojian Chen, Kuai Yu, Min-Zhi Jiang, Cihan Xiao, Ziqi Fu, Weiqiang Zhou

  29334-29336

  2025-04-11

• Systematically Exploring Associations among Multivariate Data

  Lifeng Zhang

  6786-6794

  2020-04-03

• Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning

  Tao Gong, Qi Chu, Bin Liu, Nenghai Yu

  3149-3157

  2025-04-11

• Outlier Ranking for Large-Scale Public Health Data

  Ananya Joshi, Tina Townes, Nolan Gormley, Luke Neureiter, Roni Rosenfeld, Bryan Wilder

  22176-22184

  2024-03-24

• Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks

  Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci

  7728-7735

  2022-06-28

• Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks

  Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong

  9575-9583

  2022-06-28

• Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

  Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman

  17271-17279

  2024-03-24

• Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms

  Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang

  12154-12162

  2022-06-28

• Robust Low-Rank Discovery of Data-Driven Partial Differential Equations

  Jun Li, Gan Sun, Guoshuai Zhao, Li-wei H. Lehman

  767-774

  2020-04-03

• CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning

  Chenyu Sun, Hangwei Qian, Chunyan Miao

  15145-15153

  2024-03-24

• Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views

  Sha Zhao, Yongrui Huang, Ling Chen, Chunping Wang, Shijian Li, Lei Chen, Gang Pan

  5428-5436

  2023-06-26

• FreeGen: Bridging Visual-Linguistic Discrepancies Towards Diffusion-based Pixel-level Data Synthesis

  Wenzhuang Wang, Mingcan Ma, Yong Chen, Changqun Xia, Zhenbao Liang, Jia Li

  7916-7924

  2025-04-11

• Inconsistency-Based Data-Centric Active Open-Set Annotation

  Ruiyu Mao, Ouyang Xu, Yunhui Guo

  4180-4188

  2024-03-24

• Reinforced Approximate Exploratory Data Analysis

  Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar

  7660-7669

  2023-06-26

• Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training

  Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

  8360-8368

  2023-06-26

• Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria

  Yiqiao Liao, Parinaz Naghizadeh

  8764-8772

  2023-06-26