2 papers
cs.LG2026
Not All Is Lost: Repairing Lossy User Preference States of Personalization Encoders
Parthiv Chatterjee, Dhiraj Golhar, Ummesalma Diwan +3
Personalization encoders compress evolving interaction histories into preference states used to rank items or condition text generation. A task head operating only on this state ca…
quant-ph2026
Terminal-Register Certification for Finite-Measurement Learning of Multiscale Quantum States
Bhvain Makwana, Kashyap Patel, Manjunath Joshi +1
Structured quantum-state learning not only depends on an expressive ansatz but also on an operational certificate that stays meaningful with finite measurements and imperfect imple…