A Maritime Industry Experience for Vessel Operational Anomaly Detection: Utilizing Deep Learning Augmented with Lightweight…
SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Databy Ali Eshragh,…
Is Knowledge All Large Language Models Needed for Causal Reasoning?by Hengrui Cai, Shengjie Liu, Rui…
Open Knowledge Base Canonicalization with Multi-task Unlearningby Bingchen Liu, Shihao Hou, Weixin Zeng, Xiang Zhao,…
Robust Causal Bandits for Linear Modelsby Zirui Yan, Arpan Mukherjee, Burak Varıcı, Ali TajerFirst submitted…
Mathematical Introduction to Deep Learning: Methods, Implementations, and Theoryby Arnulf Jentzen, Benno Kuckuck, Philippe von…
Diffusion Reconstruction of Ultrasound Images with Informative Uncertaintyby Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana…
Latent Space Translation via Semantic Alignmentby Valentino Maiorca, Luca Moschella, Antonio Norelli, Marco Fumero, Francesco…
Convergence Analysis of Sequential Federated Learning on Heterogeneous Databy Yipeng Li, Xinchen LyuFirst submitted to…
Quantifying the value of information transfer in population-based SHMby Aidan J. Hughes, Jack Poole, Nikolaos…