output
20182025
most citedProperties of the tetravalent actinide series in aqueous phase from a microscopic simulation automated engine

18 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2025Show all

3 papers · 1 filter

cs.LG2025

Training Neural Networks at Any Scale

Thomas Pethick, Kimon Antonakopoulos, Antonio Silveti-Falls +2

This article reviews modern optimization methods for training neural networks with an emphasis on efficiency and scale. We present state-of-the-art optimization algorithms under a…

math.OC2025

Adaptive Conditional Gradient Descent

Abbas Khademi, Antonio Silveti-Falls

Selecting an effective step-size is a fundamental challenge in first-order optimization, especially for problems with non-Euclidean geometries. This paper presents a novel adaptive…

cs.LG2025

Enhanced Generative Model Evaluation with Clipped Density and Coverage

Nicolas Salvy, Hugues Talbot, Bertrand Thirion

Although generative models have made remarkable progress in recent years, their use in critical applications has been hindered by an inability to reliably evaluate the quality of t…