by instadatahelp | Aug 29, 2023 | AI Blogs
In recent research on recommendation systems, there has been a focus on exploring the use of linear regression (autoencoder) models to learn item similarity. This study aims to establish a connection between linear autoencoder models and ZCA whitening for...
by instadatahelp | Aug 29, 2023 | AI Blogs
Strategic Knowledge Transfer Max Olan Smith, Thomas Anthony, Michael P. Wellman; 24(233):1−96, 2023. Abstract When playing or solving a game, it is common to encounter a series of changing strategies used by other agents. These strategies often have overlapping...
by instadatahelp | Aug 29, 2023 | AI Blogs
Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection Authors: Jonathan Hillman, Toby Dylan Hocking; Published in 24(70):1−24, 2023. Abstract Receiver Operating Characteristic (ROC) curves are valuable in evaluating...
by instadatahelp | Aug 29, 2023 | AI Blogs
MultiZoo and MultiBench: A Toolkit for Multimodal Deep Learning Authors: Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov; Published in 2023, Volume 24(234), Pages 1-7. Abstract The process of learning...
by instadatahelp | Aug 29, 2023 | AI Blogs
Towards Learning to Imitate from a Single Video Demonstration Glen Berseth, Florian Golemo, Christopher Pal; 24(78):1−26, 2023. Abstract Learning to imitate behaviors observed in videos, without having access to the internal state or action information of the observed...
