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cs.LG2024
Introducing User Feedback-based Counterfactual Explanations (UFCE)
Muhammad Suffian, Jose M. Alonso-Moral, Alessandro Bogliolo
Machine learning models are widely used in real-world applications. However, their complexity makes it often challenging to interpret the rationale behind their decisions. Counterf…
cs.LG2023
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond
Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara +17
This paper presents the real-world smart-meter dataset and offers an analysis of solutions derived from the Energy Prediction Technical Challenges, focusing primarily on two key co…