by instadatahelp | Aug 30, 2023 | AI Blogs
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity Authors: Wei Liu, Xin Liu, Xiaojun Chen; Journal: 24(212):1−43, 2023. Abstract The use of leaky ReLU networks with a group sparse regularization term has become...
by instadatahelp | Aug 30, 2023 | AI Blogs
arXivLabs is a platform that enables collaborators to create and share new features on our website. We welcome both individuals and organizations who embrace our core values of openness, community, excellence, and user data privacy. We are dedicated to working with...
by instadatahelp | Aug 30, 2023 | AI Blogs
Temporal Abstraction in Reinforcement Learning with the Successor Representation Authors: Marlos C. Machado, Andre Barreto, Doina Precup, Michael Bowling; Volume 24, Issue 80, Pages 1-69, 2023. Abstract Intelligence often involves reasoning at multiple levels of...
by instadatahelp | Aug 30, 2023 | AI Blogs
In various real-world applications, imbalanced datasets pose significant challenges when training classifiers. This issue becomes even more difficult when working with large datasets. To address this problem, over-sampling techniques have been developed to interpolate...
by instadatahelp | Aug 30, 2023 | AI Blogs
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications Marcel Wienöbst, Max Bannach, Maciej Liśkiewicz; 24(213):1−45, 2023. Abstract Counting and sampling directed acyclic graphs from a Markov equivalence class are essential...
