1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
A New Perspective on Shampoo's Preconditioner
Depen Morwani, Itai Shapira, Nikhil Vyas +3
Shampoo, a second-order optimization algorithm which uses a Kronecker product preconditioner, has recently garnered increasing attention from the machine learning community. The pr…
cs.SI2023★ 1 cited
Optimal Engagement-Diversity Tradeoffs in Social Media
Fabian Baumann, Daniel Halpern, Ariel D. Procaccia +3
Social media platforms are known to optimize user engagement with the help of algorithms. It is widely understood that this practice gives rise to echo chambers\emdash users are ma…
cs.LG2023
Expressivity of Shallow and Deep Neural Networks for Polynomial Approximation
Itai Shapira
This study explores the number of neurons required for a Rectified Linear Unit (ReLU) neural network to approximate multivariate monomials. We establish an exponential lower bound…