Understanding Machine Learning - From Theory to Algorithms - Textbook
On 28 Aug, 2020 By admin 0 Comments
Shai Shalev-Shwartz, Shai Ben-David
2014
Machine Learning
Shortcut Learning in Deep Neural Networks
On 28 Aug, 2020 By admin 0 Comments
May, 2020
Abstract
Machine Learning and the Physical Sciences
On 28 Aug, 2020 By admin 0 Comments
December, 2020
Abstract
Machine Learning in Epidemiology and Health Outcomes Research
On 28 Aug, 2020 By admin 0 Comments
Big Data and Artificial Intelligence Modeling for Drug Discovery
On 28 Aug, 2020 By admin 0 Comments
Participation is NOT a Design Fix for Machine Learning
On 28 Aug, 2020 By admin 0 Comments
August, 2020
Abstract
This paper critically examines existing modes of participation in design practice and machine learning. Cautioning against 'participation-washing', it suggests that the ML community must become attuned to possibly exploitative and extractive forms of community involvement and shift away from the prerogatives of context-independent scalability.
Photonic Tensor Cores for Machine Learning
On 5 Aug, 2020 By admin 0 Comments
July, 2020
Abstract
A Winograd-Based Integrated Photonics Accelerator for Convolutional Neural Networks
On 21 Jul, 2020 By admin 0 Comments
Artificial Synapse with Mnemonic Functionality using GSST-based Photonic Integrated Memory
On 4 Jul, 2020 By admin 0 Comments
Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases
On 4 Jul, 2020 By admin 0 Comments