The effect of network topologies on fully decentralized learning: a preliminary investigationby Luigi Palmieri, Lorenzo…
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensorsby Chia-Hao Li, Niraj…
Toward Large Kernel Modelsby Amirhesam Abedsoltan, Mikhail Belkin, Parthe PanditFirst submitted to arxiv on: 6…
Vehicle lateral control using Machine Learning for automated vehicle guidanceby Akash Fogla, Kanish Kumar, Sunnay…
Feature Space Sketching for Logistic Regressionby Gregory Dexter, Rajiv Khanna, Jawad Raheel, Petros DrineasFirst submitted…
Information-Theoretic Safe Exploration with Gaussian Processesby Alessandro G. Bottero, Carlos E. Luis, Julia Vinogradska, Felix…
On Machine Learning Knowledge Representation In The Form Of Partially Unitary Operator. Knowledge Generalizing Operatorby…
WL meet VCby Christopher Morris, Floris Geerts, Jan Tönshoff, Martin GroheFirst submitted to arxiv on:…
Mixed integer linear optimization formulations for learning optimal binary classification treesby Brandon Alston, Hamidreza Validi,…
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learningby Feng Wang, M. Cenk Gursoy, Senem VelipasalarFirst submitted…