COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classificationby Jesus Barreda, Ashley Gomez,…
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcareby Ming Li,…
The Optimality of (Accelerated) SGD for High-Dimensional Quadratic Optimizationby Haihan Zhang, Yuanshi Liu, Qianwen Chen,…
Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functionsby Siqiao Mu, Diego KlabjanFirst submitted to arxiv on:…
Integrating Audio Narrations to Strengthen Domain Generalization in Multimodal First-Person Action Recognitionby Cagri Gungor, Adriana…
Cross-Entropy Optimization for Hyperparameter Optimization in Stochastic Gradient-based Approaches to Train Deep Neural Networksby Kevin…
Language Models “Grok” to Copyby Ang Lv, Ruobing Xie, Xingwu Sun, Zhanhui Kang, Rui YanFirst…
Bounds on the Generalization Error in Active Learningby Vincent Menden, Yahya Saleh, Armin IskeFirst submitted…
Curricula for Learning Robust Policies with Factored State Representations in Changing Environmentsby Panayiotis Panayiotou, Özgür…
Can Kans (re)discover predictive models for Direct-Drive Laser Fusion?by Rahman Ejaz, Varchas Gopalaswamy, Riccardo Betti,…