by instadatahelp | Sep 5, 2023 | AI Blogs
Policy Gradient Methods and the Nash Equilibrium in N-player General-sum Linear-quadratic Games Authors: Ben Hambly, Renyuan Xu, Huining Yang; Journal of Machine Learning Research, 24(139):1−56, 2023. Abstract This study focuses on the convergence of the natural...
by instadatahelp | Sep 5, 2023 | AI Blogs
The success of generative AI applications in various industries has caught the attention of companies worldwide. These companies are interested in replicating and surpassing the achievements of their competitors or finding new and exciting use cases. To power their...
by instadatahelp | Sep 5, 2023 | AI Blogs
Bayesian Data Selection Eli N. Weinstein, Jeffrey W. Miller; 24(23):1−72, 2023. Abstract To gain insights into complex, high-dimensional data, it is important to identify features of the data that either match or do not match a given model of interest. In order to...
by instadatahelp | Sep 5, 2023 | AI Blogs
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments Authors: Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu; 24(140):1−92, 2023. Abstract This paper introduces jump interval-learning, a method for developing an individualized...
by instadatahelp | Sep 5, 2023 | AI Blogs
Discrete Variational Calculus for Accelerated Optimization Cédric M. Campos, Alejandro Mahillo, David Martín de Diego; 24(25):1−33, 2023. Abstract The field of machine learning has seen significant advancements in gradient-based optimization methods. A recent approach...
by instadatahelp | Sep 5, 2023 | AI Blogs
Optimal Convergence Rates for Distributed Nystroem Approximation Jian Li, Yong Liu, Weiping Wang; 24(141):1−39, 2023. Abstract The distributed kernel ridge regression (DKRR) has demonstrated significant potential in handling complex tasks. However, DKRR only relies on...
by instadatahelp | Sep 5, 2023 | AI Blogs
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time Authors: Raj Agrawal, Tamara Broderick; Published in 2023, 24(27):1−60. Abstract Identifying a small set of covariates associated with a target response and...
by instadatahelp | Sep 5, 2023 | AI Blogs
On Tilted Losses in Machine Learning: Theory and Applications Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith; 24(142):1−79, 2023. Abstract Exponential tilting is a technique commonly employed in statistics, probability, information theory, and optimization to...
by Karthik's Show | Sep 5, 2023 | Educational Videos
The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. This video explains how Quantum Computers works? in Tamil. Quantum Computing explained in Tamil. Quantum Concepts explained for beginners. Super...
by AssemblyAI | Sep 5, 2023 | Educational Videos
The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. Deep Learning powers most of the technologies we rely on every day. From Machine Translation that can translate web pages in seconds to...
