"au:"Vasilis Gkolemis"" — arXiv2 Search

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"au:"Vasilis Gkolemis"" — arXiv2 Search

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Sep 21, 2023Regionally Additive Models: Explainable-by-design models minimizing feature interactions Sep 19, 2023An Extendable Python Implementation of Robust Optimisation Monte Carlo Apr 3, 2024Effector: A Python package for regional explanations Feb 18, 2026Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects Sep 20, 2023RHALE: Robust and Heterogeneity-aware Accumulated Local Effects Oct 10, 2022DALE: Differential Accumulated Local Effects for efficient and accurate global explanations Nov 17, 2025Fast and Robust Simulation-Based Inference With Optimization Monte Carlo