deep operator networks 1inverse learning 1numerical conditioning 1option pricing 1risk-neutral density 1transformer models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Inverse Learning of Latent Risk-Neutral Densities from Irregular Option Quotes
Lennon J. Shikhman, Michael Galarnyk, Aadi Dash +1
The paper investigates how to recover latent risk‑neutral probability densities from irregular option price data, comparing mixture models, DeepONet, and transformer approaches on…
cs.LG2026
Post-Launch Capability Expansion of Vision-Language Models via Prompting for On-Orbit Spacecraft Inspection
Nicholas A. Welsh, Lennon J. Shikhman, Monty Nehru Attazs +3
Spaceborne inspection systems often deploy perception models prior to launch, after which updating model weights or expanding fixed label sets becomes operationally impractical. Wh…