2 papers
math.OC2025
Learning to Solve Constrained Bilevel Control Co-Design Problems
James Kotary, Himanshu Sharma, Ethan King +3
Learning to Optimize (L2O) is a subfield of machine learning (ML) in which ML models are trained to solve parametric optimization problems. The general goal is to learn a fast appr…
cs.CV2024
STARS: Sensor-agnostic Transformer Architecture for Remote Sensing
Ethan King, Jaime Rodriguez, Diego Llanes +3
We present a sensor-agnostic spectral transformer as the basis for spectral foundation models. To that end, we introduce a Universal Spectral Representation (USR) that leverages se…