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• Promoting Counterfactual Robustness through Diversity

  Francesco Leofante, Nico Potyka

  21322-21330

  2024-03-24

• PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification

  Xinke Li, Junchi Lu, Henghui Ding, Changsheng Sun, Joey Tianyi Zhou, Yeow Meng Chee

  21340-21348

  2024-03-24

• Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning

  Tao Liu, Yuhang Zhang, Zhu Feng, Zhiqin Yang, Chen Xu, Dapeng Man, Wu Yang

  21359-21367

  2024-03-24

• Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis

  Rohan Mitta, Hosein Hasanbeig, Jun Wang, Daniel Kroening, Yiannis Kantaros, Alessandro Abate

  21412-21419

  2024-03-24

• MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift

  Dexter Neo, Stefan Winkler, Tsuhan Chen

  21463-21472

  2024-03-24

• ORES: Open-Vocabulary Responsible Visual Synthesis

  Minheng Ni, Chenfei Wu, Xiaodong Wang, Shengming Yin, Lijuan Wang, Zicheng Liu, Nan Duan

  21473-21481

  2024-03-24

• Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations

  Mikołaj Sacha, Bartosz Jura, Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński

  21563-21573

  2024-03-24

• Human-Guided Moral Decision Making in Text-Based Games

  Zijing Shi, Meng Fang, Ling Chen, Yali Du, Jun Wang

  21574-21582

  2024-03-24

• Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes

  Yuanpeng Tu, Yuxi Li, Boshen Zhang, Liang Liu, Jiangning Zhang, Yabiao Wang, Cairong Zhao

  21637-21645

  2024-03-24

• Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks

  Zhenzhong Wang, Qingyuan Zeng, Wanyu Lin, Min Jiang, Kay Chen Tan

  21690-21698

  2024-03-24

• Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation

  Caiyi Yang, Javad Ghaderi

  21735-21743

  2024-03-24

• Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood

  Weisong Yang, Rafael Poyiadzi, Niall Twomey, Raul Santos-Rodriguez

  21744-21752

  2024-03-24

• UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation

  Yue Zhao, Congyi Li, Kai Chen

  21823-21831

  2024-03-24

• Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation

  Li Zhong, Zilong Wang

  21841-21849

  2024-03-24

• Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret

  Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

  21869-21877

  2024-03-24

• A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing

  Gabriel Agostini, Emma Pierson, Nikhil Garg

  21888-21896

  2024-03-24

• Physics-Informed Graph Neural Networks for Water Distribution Systems

  Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer

  21905-21913

  2024-03-24

• Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification

  A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi, Solon Barocas, Christopher De Sa, James Grimmelmann, Jon Kleinberg, Siddhartha Sen, Baobao Zhang

  22004-22012

  2024-03-24

• MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

  Scott L. Fleming, Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo Reis, Rahul Thapa, Louis Blankemeier, Julian Z. Genkins, Ethan Steinberg, Ashwin Nayak, Birju Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Huo, Sergios Gatidis, Scott Adams, Oluseyi Fayanju, Shreya J. Shah, Thomas Savage, Ethan Goh, Akshay S. Chaudhari, Nima Aghaeepour, Christopher Sharp, Michael A. Pfeffer, Percy Liang, Jonathan H. Chen, Keith E. Morse, Emma P. Brunskill, Jason A. Fries, Nigam H. Shah

  22021-22030

  2024-03-24

• Adversarial Fairness Network

  Taeuk Jang, Xiaoqian Wang, Heng Huang

  22159-22166

  2024-03-24

• Depression Detection via Capsule Networks with Contrastive Learning

  Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang

  22231-22239

  2024-03-24

• T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking

  Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas Olligschlaeger, Duen Horng Chau, Mirela Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany

  22276-22284

  2024-03-24

• Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance

  Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani

  22393-22400

  2024-03-24

• Deep Reinforcement Learning for Early Diagnosis of Lung Cancer

  Yifan Wang, Qining Zhang, Lei Ying, Chuan Zhou

  22410-22419

  2024-03-24

• I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives

  R. Teal Witter, Lucas Rosenblatt

  22429-22437

  2024-03-24