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• Data-Driven Multimodal Patrol Planning for Anti-poaching

  Weizhe Chen, Weinan Zhang, Duo Liu, Weiping Li, Xiaojun Shi, Fei Fang

  15270-15277

  2021-05-18

• When Shadow Removal Meets Intrinsic Image Decomposition: A Joint Learning Framework Using Unpaired Data

  Rongjia Zheng, Qing Zhang, Yongwei Nie, Wei-Shi Zheng

  10599-10607

  2025-04-11

• Forgetting by Pruning: Data Deletion in Join Cardinality Estimation

  Chaowei He, Yuanjun Liu, Qingzhi Ma, Shenyuan Ren, Xizhao Luo, Lei Zhao, An Liu

  21602-21609

  2026-03-14

• FairyTED: A Fair Rating Predictor for TED Talk Data

  Rupam Acharyya, Shouman Das, Ankani Chattoraj, Md. Iftekhar Tanveer

  338-345

  2020-04-03

• SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning

  Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson

  2970-2977

  2019-07-17

• Anytime Guarantees under Heavy-Tailed Data

  Matthew J. Holland

  6918-6925

  2022-06-28

• DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices

  Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros

  24053-24060

  2026-03-14

• A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

  Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla

  1409-1416

  2019-07-17

• MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation

  Chen Zhang, Luis Fernando D'Haro, Thomas Friedrichs, Haizhou Li

  11657-11666

  2022-06-28

• Learning MDL Logic Programs from Noisy Data

  Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper

  10553-10561

  2024-03-24

• Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting

  Fan Meng

  12892-12893

  2022-06-28

• On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract)

  Agnieszka Słowik, Léon Bottou, Sean B. Holden, Mateja Jamnik

  13053-13054

  2022-06-28

• What’s Most Broken? A Tool to Assist Data-Driven Iterative Improvement of an Intelligent Tutoring System

  Mononito Goswami, Shiven Mian, Jack Mostow

  9941-9942

  2019-07-17

• Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features

  Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou

  8041-8049

  2023-06-26

• Auto-Weighted Multi-View Clustering for Large-Scale Data

  Xinhang Wan, Xinwang Liu, Jiyuan Liu, Siwei Wang, Yi Wen, Weixuan Liang, En Zhu, Zhe Liu, Lu Zhou

  10078-10086

  2023-06-26

• Purifier: Defending Data Inference Attacks via Transforming Confidence Scores

  Ziqi Yang, Lijin Wang, Da Yang, Jie Wan, Ziming Zhao, Ee-Chien Chang, Fan Zhang, Kui Ren

  10871-10879

  2023-06-26

• A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data

  Ankur Ankan, Johannes Textor

  12180-12188

  2023-06-26

• eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)

  Muhammad Hasan Ferdous, Uzma Hasan, Md Osman Gani

  16208-16209

  2024-07-15

• Toplogical Data Analysis Detects and Classifies Sunspots (Student Abstract)

  Aidan Lytle, Neil Pritchard, Alicia Aarnio, Thomas Weighill

  16274-16275

  2024-07-15

• Discovering Temporal Patterns from Insurance Interaction Data

  Maleeha Qazi, Srinivas Tunuguntla, Peng Lee, Teja Kanchinadam, Glenn Fung, Neeraj Arora

  9573-9580

  2019-07-17

• Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access

  Ziyuan Yang, Ming Yan, Yi Zhang, Joey Tianyi Zhou

  1444-1452

  2026-03-14

• Learning Vine Copula Models for Synthetic Data Generation

  Yi Sun, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

  5049-5057

  2019-07-17

• Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data

  Tianle Song, Chenhao Lin, Yang Cao, Zhengyu Zhao, Jiahao Sun, Chong Zhang, Le Yang, Chao Shen

  25563-25571

  2026-03-14

• ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

  Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, Jianxin Liao

  12694-12702

  2025-04-11

• Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation

  Taeyeong Kim, SeungJoon Lee, Jung Uk Kim, MyeongAh Cho

  5717-5725

  2026-03-14