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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Badr Hirchoua

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2 papers indexed here

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Open access Sep 2026

Unveiling the Black Box: Counterfactual Analysis for Transparent and Robust Reinforcement Learning in Algorithmic Trading

Reinforcement learning (RL) has emerged as a powerful paradigm for developing adaptive trading agents;however, the “black-box” nature of these models remains a persistent barrier to institutional trust and regulatory acceptance.This paper introduces a novel framework that integrates Counterfactual Analysis (CFA) into t...

Abdelmounim Lefrayah, Badr Hirchoua, Mustapha Hain · 0 citations
#small language model Open access Oct 2026

Structured Pruning of Small Language Models: An Empirical Study on GQA-Aware Attention and MLP Compression with LoRA Recovery

Large language models have shown strong performance across many natural language tasks, but their size makes deployment difficult on hardware with limited memory and compute. Compression techniques aim to reduce this cost while preserving as much quality as possible. This study investigates structured pruning applied t...

Adnane Bakkou, Badr Hirchoua, M. Banane et al. · 0 citations

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