by Computer vision engineer | 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. Roadmap: https://bit.ly/ComputerVisionRoadmap 🎬 Timestamps ⏱️ 0:00 Intro 0:41 Fundamentals 2:04 Basic Machine Learning 4:49 Specialization 8:28...
by fingertips | 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. In this comprehensive guide, dive deep into the world of NLP (Natural Language Processing) and explore the cutting-edge techniques used in...
by instadatahelp | Sep 5, 2023 | AI Blogs
Neural Implicit Flow: A Mesh-Agnostic Dimensionality Reduction Paradigm for Spatio-Temporal Data Shaowu Pan, Steven L. Brunton, J. Nathan Kutz; 24(41):1−60, 2023. Abstract High-dimensional spatio-temporal dynamics often have a low-dimensional subspace representation....
by Mahesh Huddar | 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. Introduction to Reinforcement Learning | Scope of Reinforcement Learning by Mahesh Huddar Introduction to Reinforcement Learning:...
by instadatahelp | Sep 5, 2023 | AI Blogs
Controlling Wasserstein Distances by Kernel Norms in Compressive Statistical Learning In the field of machine learning, comparing probability distributions is a crucial task. Two popular methods for measuring the distance between probability distributions are Maximum...
by instadatahelp | Sep 5, 2023 | AI Blogs
Benchmarking Graph Neural Networks – Rewrite Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson; 24(43):1−48, 2023. Abstract Over the past few years, graph neural networks (GNNs) have become the standard tool...
by instadatahelp | Sep 5, 2023 | AI Blogs
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Ming Zhou, Ziyu Wan, Hanjing Wang, Muning Wen, Runzhe Wu, Ying Wen, Yaodong Yang, Yong Yu, Jun Wang, Weinan Zhang; 24(150):1−12, 2023. Abstract Population-based multi-agent...
by instadatahelp | Sep 5, 2023 | AI Blogs
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification Nicolás García Trillos, Matt Jacobs, Jakwang Kim; 24(45):1−56, 2023. Abstract This paper explores a range of adversarial multiclass classification problems and presents...
by instadatahelp | Sep 5, 2023 | AI Blogs
Generalization error bounds for multiclass sparse linear classifiers Authors: Tomer Levy, Felix Abramovich; Published in: Journal of Machine Learning Research, 24(151):1−35, 2023. Abstract This study focuses on high-dimensional multiclass classification using sparse...
by instadatahelp | Sep 5, 2023 | AI Blogs
A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering Authors: Haizi Yu, Igor Mineyev, Lav R. Varshney; 24(47):1−61, 2023. Abstract This theory paper presents a mathematical formulation for computationally emulating...