1 citations · 1 across the 4 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.LG2026
Teacher-Anchored Selection of Post-Training Quantized Models under Domain Shift
Alejandro Rodriguez Dominguez, Muhammad Shahzad, Xia Hong
Compressing a trained model yields a family of deployment candidates, and under domain shift the most compressed one need not be the one to deploy. We study selection over such a f…
cs.LG2026
Human Supervision as an Information Bottleneck: A Unified Theory of Error Floors in Human-Guided Learning
Alejandro Rodriguez Dominguez
Large language models are trained primarily on human-generated data and feedback, yet they exhibit persistent errors arising from annotation noise, subjective preferences, and the…