3 papers
cs.AR2026
Confidence-Gated Admission for Hardware Prefetching: When the Gate Matters More Than the Predictor
Youssef Majdane, Simone Jarno Casartelli, Enrico Lopedoto
Learned cache prefetchers are typically evaluated against classical predictors that always issue requests, confounding the prediction model with the admission policy. We disentangl…
cs.CL2026
LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets
Mona H. Albaqawi, Eman M. Albalkhi, Joud A. Albaiti +1
Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remains challenging due to linguistic complexity and limited resources. We present…
cs.LG2024
Derivative-based regularization for regression
Enrico Lopedoto, Maksim Shekhunov, Vitaly Aksenov +2
In this work, we introduce a novel approach to regularization in multivariable regression problems. Our regularizer, called DLoss, penalises differences between the model's derivat…