Author

Ahmad Mousavi

4 papers indexed here

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Preprint Aug 2026

BLADE: Bilevel Low-rank Augmented-Lagrangian Erasure for LLM Unlearning

Existing LLM unlearning methods struggle with robustness: unbounded forget losses degrade model coherence, fixed-weight balancing cannot adapt as retain difficulty shifts mid-training, and methods that work on one benchmark falter under scaling or repeated application. We propose BLADE, a constrained bilevel framework...

Md Toufikuzzaman, Ahmad Mousavi, Dongwon Lee · 0 citations

#machine learning Preprint Sep 2026

Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction

The results presented show that predictive performance, operational trustworthiness, and computational practicality need not be competing objectives in next-day active-fire prediction.

Miguel Esparza, Aydin Ayanzadeh, Ahmad Mousavi et al. · 0 citations

#machine learning Preprint Sep 2026

A family of spectral conjugate gradient algorithms derived by least-squares approximations based on a modified quasi--Newton update with application to a revised robust binary classification model

We develop a spectral three-term modification of the classic Hestenes--Stiefel conjugate gradient algorithm, preserving its anti-jamming characteristic and, simultaneously, taking care of the sufficient descent property. We discuss how a modified secant equation can be extracted from our modification scheme, yielding a...

Saman Babaie-Kafaki, Maryam Khoshsimaye-Bargard, Ahmad Mousavi · 0 citations

Preprint Aug 2026

The Rank-Collapse Principle for Quadratic Optimization

A unified, careful framework and a set of quantitative consequences for fixed-rank tractability results are claimed, rather than a claim to originate the known fixed-rank tractability results that motivate it.

M. Soltanalian, Ahmad Mousavi · 1 citation