by instadatahelp | Sep 5, 2023 | AI Blogs
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection Wenhao Li, Ningyuan Chen, L. Jeff Hong; 24(136):1−84, 2023. Abstract This study addresses the problem of dimension reduction in contextual online learning (multi-armed bandit) with...
by instadatahelp | Sep 5, 2023 | AI Blogs
Learning Mean-Field Games with Discounted and Average Costs Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi; 24(17):1−59, 2023. Abstract This study focuses on learning approximate Nash equilibria for discrete-time mean-field games with stochastic nonlinear state...
by instadatahelp | Sep 5, 2023 | AI Blogs
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural Networks Hui Jin, Guido Montufar; Volume 24, Issue 137, Pages 1-97, 2023. Abstract This study focuses on investigating the training of wide neural networks using gradient...
by instadatahelp | Sep 5, 2023 | AI Blogs
Regularized Joint Mixture Models Konstantinos Perrakis, Thomas Lartigue, Frank Dondelinger, Sach Mukherjee; 24(19):1−47, 2023. Abstract Regularized regression models have been extensively studied and, when certain conditions are met, they provide fast and...
by instadatahelp | Sep 5, 2023 | AI Blogs
Asymptotics of Network Embeddings Learned via Subsampling Authors: Andrew Davison, Morgane Austern; Publication Date: 2023; Journal: 24(138):1−120 Abstract Network data plays a crucial role in modern machine learning, with various tasks such as node classification,...
by instadatahelp | Sep 5, 2023 | AI Blogs
In 1902, Willis Carrier invented air conditioning, which revolutionized the way we control indoor environments. Today, Carrier products are trusted for creating comfortable spaces, ensuring food safety, and transporting medical supplies. At Carrier, we prioritize...
