output
20072026
most citedWhen will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey

72 citations

14 papers

cs.AI2026

A Systematic Evaluation Protocol of Graph-Derived Signals for Tabular Machine Learning

Mario Heidrich, Jeffrey Heidemann, Rüdiger Buchkremer +1

While graph-derived signals are widely used in tabular learning, existing studies typically rely on limited experimental setups and average performance comparisons, leaving the sta…

cs.RO2025

Sense and Sensibility: What makes a social robot convincing to high-school students?

Pablo Gonzalez-Oliveras, Olov Engwall, Ali Reza Majlesi

This study with 40 high-school students demonstrates the high influence of a social educational robot on students' decision-making for a set of eight true-false questions on electr…

cs.LG2025★ 1 cited

WISCA: A Consensus-Based Approach to Harmonizing Interpretability in Tabular Datasets

Antonio Jesús Banegas-Luna, Horacio Pérez-Sánchez, Carlos Martínez-Cortés

While predictive accuracy is often prioritized in machine learning (ML) models, interpretability remains essential in scientific and high-stakes domains. However, diverse interpret…

cs.CR2023★ 45 cited

GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption

Kaustubh Shivdikar, Yuhui Bao, Rashmi Agrawal +9

Fully Homomorphic Encryption (FHE) enables the processing of encrypted data without decrypting it. FHE has garnered significant attention over the past decade as it supports secure…

cs.LG2022★ 1 cited

SIBILA: A novel interpretable ensemble of general-purpose machine learning models applied to medical contexts

Antonio Jesús Banegas-Luna, Horacio Pérez-Sánchez

Personalized medicine remains a major challenge for scientists. The rapid growth of Machine learning and Deep learning has made them a feasible al- ternative for predicting the mos…

quant-ph2021

Bohmian Zitterbewegung

Giuseppe Ragunì

A new Bohmian quantum-relativistic model, in which from the Klein-Gordon equation a generalization of the standard Zitterbewegung arises, is explored. It is obtained by introducing…