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20172026
most citedShapley value-based approaches to explain the robustness of classifiers in machine learning

2 citations · 2 across the 3 of their papers we have counts for

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cs.AI2026

When Is Smaller Greener? Right-Sizing Language Models for Agentic AI

Sajid Siraj, Maria Barbati

AI agents use large language models (LLMs) to plan and act over multiple steps, yet models are usually compared per call rather than per completed task. This paper asks: which mode…

cs.CY2026

Detecting Deceptive Recruitment: A Signal-theoretic Machine Learning Framework for Early Identification of Labour Exploitation

Sajid Siraj, Mahnaz Hosseinzadeh, Amin Vafadarnikjoo +1

Deceptive online job advertisements have emerged as a primary pathway into forced labour, yet systematic detection methods remain underdeveloped due to data scarcity and absence of…