Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulationsby Marshall Mueller, James M. Murphy, Abiy TasissaFirst…
Efficient Algorithms for Learning Monophonic Halfspaces in Graphsby Marco Bressan, Emmanuel Esposito, Maximilian ThiessenFirst submitted…
Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learningby Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng…
Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysisby Prateek…
Markov flow policy – deep MCby Nitsan Soffair, Gilad KatzFirst submitted to arxiv on: 1…
Machine Learning Techniques for Data Reduction of Climate Applicationsby Xiao Li, Qian Gong, Jaemoon Lee,…
WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork…
MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structureby Zhicheng Zhang, Yancheng Liang,…
Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Originby K. Yeh, M. S.…
LOTUS: Improving Transformer Efficiency with Sparsity Pruning and Data Lottery Ticketsby Ojasw UpadhyayFirst submitted to…