Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networksby Liang Cheng, Prashant Singh,…
OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detectionby Fatema-E…
Efficient Collaborations through Weight-Driven Coalition Dynamics in Federated Learning Systemsby Mohammed El Hanjri, Hamza Reguieg,…
Wasserstein Differential Privacyby Chengyi Yang, Jiayin Qi, Aimin ZhouFirst submitted to arxiv on: 23 Jan…
Reinforcement Learning for Graph Coloring: Understanding the Power and Limits of Non-Label Invariant Representationsby Chase…
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clientsby Mengdi Wang, Anna Bodonhelyi, Efe…
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensemblesby Maximilian Muschalik, Fabian Fumagalli,…
Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learningby Philip Amortila, Tongyi Cao,…
The Surprising Harmfulness of Benign Overfitting for Adversarial Robustnessby Yifan Hao, Tong ZhangFirst submitted to…
Generalization and Informativeness of Conformal Predictionby Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Fredrik HellströmFirst submitted…