221 citations · 1k across the 45 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022
Distributionally Robust Domain Adaptation
Akram S. Awad, George K. Atia
Domain Adaptation (DA) has recently received significant attention due to its potential to adapt a learning model across source and target domains with mismatched distributions. Si…
cs.LG2022
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
The success of machine learning solutions for reasoning about discrete structures has brought attention to its adoption within combinatorial optimization algorithms. Such approache…