Tackling water table depth modeling via machine learning: From proxy observations to verifiabilityby Joseph Janssen,…
Data-driven Error Estimation: Upper Bounding Multiple Errors without Class Complexity as Inputby Sanath Kumar Krishnamurthy,…
Zero-shot LLM-guided Counterfactual Generation: A Case Study on NLP Model Evaluationby Amrita Bhattacharjee, Raha Moraffah,…
SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustmentsby Jiarong Yang, Yuan LiuFirst submitted…
Regime Learning for Differentiable Particle Filtersby John-Joseph Brady, Yuhui Luo, Wenwu Wang, Victor Elvira, Yunpeng…
DataSP: A Differential All-to-All Shortest Path Algorithm for Learning Costs and Predicting Paths with Contextby…
OptPDE: Discovering Novel Integrable Systems via AI-Human Collaborationby Subhash Kantamneni, Ziming Liu, Max TegmarkFirst submitted…
Unmasking Illusions: Understanding Human Perception of Audiovisual Deepfakesby Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin,…
Continual Learning in the Presence of Repetitionby Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao,…
Opportunities for machine learning in scientific discoveryby Ricardo Vinuesa, Jean Rabault, Hossein Azizpour, Stefan Bauer,…