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

  Daoming Lyu, Fangkai Yang, Bo Liu, Steven Gustafson

  2970-2977

  2019-07-17

• DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data

  Jiaqi Yang, Enming Liang, Zicheng Su, Zhichao Zou, Peng Zhen, Jiecheng Guo, Wanjing Ma, Kun An

  26868-26876

  2025-04-11

• On Learning Causal Models from Relational Data

  Sanghack Lee, Vasant Honavar

  2016-03-05

• An SVD and Derivative Kernel Approach to Learning from Geometric Data

  Eric Wong, J. Zico Kolter

  2015-02-18

• Learning Vine Copula Models for Synthetic Data Generation

  Yi Sun, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

  5049-5057

  2019-07-17

• AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data

  Xianglu Tang, Joyee W. Jin, Emily Ma, Xingyu Li

  39340-39347

  2026-03-14

• Discovering Temporal Patterns from Insurance Interaction Data

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

  9573-9580

  2019-07-17

• COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data

  Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych

  6932-6939

  2019-07-17

• FairyTED: A Fair Rating Predictor for TED Talk Data

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

  338-345

  2020-04-03

• 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

• SMoFi: Step-wise Momentum Fusion for Split Federated Learning on Heterogeneous Data

  Mingkun Yang, Ran Zhu, Qing Wang, Jie Yang

  27574-27582

  2026-03-14

• What Are the Rules? Discovering Constraints from Data

  Boris Wiegand, Dietrich Klakow, Jilles Vreeken

  8182-8190

  2024-03-24

• Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks

  Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong

  7961-7969

  2021-05-18

• Submodular Span, with Applications to Conditional Data Summarization

  Lilly Kumari, Jeff Bilmes

  12344-12352

  2021-05-18

• Predicting Forest Fire Using Remote Sensing Data And Machine Learning

  Suwei Yang, Massimo Lupascu, Kuldeep S. Meel

  14983-14990

  2021-05-18

• 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

• Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting

  Fan Meng

  12892-12893

  2022-06-28

• 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

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

  Ankur Ankan, Johannes Textor

  12180-12188

  2023-06-26

• 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

• Toward Efficient Data-Free Unlearning

  Chenhao Zhang, Shaofei Shen, Weitong Chen, Miao Xu

  22372-22379

  2025-04-11

• 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

• 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