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• Resource Democratization: Is Compute the Binding Constraint on AI Research?

  Rebecca Gelles, Veronica Kinoshita, Micah Musser, James Dunham

  19840-19848

  2024-03-24

• Towards the Robustness of Differentially Private Federated Learning

  Tao Qi, Huili Wang, Yongfeng Huang

  19911-19919

  2024-03-24

• Probabilities of Causation with Nonbinary Treatment and Effect

  Ang Li, Judea Pearl

  20465-20472

  2024-03-24

• Unit Selection with Nonbinary Treatment and Effect

  Ang Li, Judea Pearl

  20473-20480

  2024-03-24

• Neural Causal Abstractions

  Kevin Xia, Elias Bareinboim

  20585-20595

  2024-03-24

• Sampling for Beyond-Worst-Case Online Ranking

  Qingyun Chen, Sungjin Im, Benjamin Moseley, Chenyang Xu, Ruilong Zhang

  20649-20656

  2024-03-24

• CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving

  Chengtai Cao, Xinhong Chen, Jianping Wang, Qun Song, Rui Tan, Yung-Hui Li

  20949-20957

  2024-03-24

• Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization

  Bo-Han Kung, Shang-Tse Chen

  21285-21293

  2024-03-24

• A Huber Loss Minimization Approach to Byzantine Robust Federated Learning

  Puning Zhao, Fei Yu, Zhiguo Wan

  21806-21814

  2024-03-24

• Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret

  Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

  21869-21877

  2024-03-24

• Adversarial Fairness Network

  Taeuk Jang, Xiaoqian Wang, Heng Huang

  22159-22166

  2024-03-24

• SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models

  Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu

  22420-22428

  2024-03-24

• Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning

  Pin-Yu Chen

  22584-22591

  2024-03-24

• Continual Learning in an Open and Dynamic World

  Yunhui Guo

  22666-22666

  2024-03-24

• Practical Sentiment Analysis for Education: The Power of Student Crowdsourcing

  Robert Kasumba, Marion Neumman

  23110-23118

  2024-03-24

• Towards Building a Language-Independent Speech Scoring Assessment

  Shreyansh Gupta, Abhishek Unnam, Kuldeep Yadav, Varun Aggarwal

  23200-23206

  2024-03-24

• The Inter-batch Diversity of Samples in Experience Replay for Continual Learning

  Andrii Krutsylo

  23395-23396

  2024-03-24

• JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract)

  Yifu Cai, Arvind Srinivasan, Mononito Goswami, Arjun Choudhry, Artur Dubrawski

  23447-23448

  2024-03-24

• PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract)

  Eric Enouen, Sebastian Caldas, Mononito Goswami, Artur Dubrawski

  23482-23483

  2024-03-24

• Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract)

  Seung Woo Kang, Ohyun Jo

  23535-23536

  2024-03-24

• Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract)

  Ryan Schuerkamp, Xinyu Li, Brian Kunzer, Leonard S. Weiss, Hernando Gómez, Francis X. Guyette, Michael R. Pinsky, Artur Dubrawski

  23644-23646

  2024-03-24

• Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract)

  William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi

  23659-23660

  2024-03-24

• EasyTS: The Express Lane to Long Time Series Forecasting

  Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Wenyu Wang

  23853-23855

  2024-03-24

• Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint)

  Vincent Liu, James R. Wright, Mrtha White

  22706-22706

  2024-03-24

• Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis

  Yinan Li, Jun Long, Zhan Yang

  1392-1401

  2025-04-11