output
20082025
most citedToward Explainable AI for Regression Models

113 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

5 papers

cs.CV2025

VQArt-Bench: A semantically rich VQA Benchmark for Art and Cultural Heritage

A. Alfarano, L. Venturoli, D. Negueruela del Castillo

Multimodal Large Language Models (MLLMs) have demonstrated significant capabilities in joint visual and linguistic tasks. However, existing Visual Question Answering (VQA) benchmar…

cond-mat.mtrl-sci2025★ 1 cited

Wrinkle Mediated Phase Transitions in InSe

Joseph L. Spellberg, Lina Kodaimati, Atreyie Ghosh +2

Crystalline phase transitions in two-dimensional materials enable precise control over electronic and ferroic properties, making them attractive materials for memory and energy sto…

cs.LG2021★ 113 cited

Toward Explainable AI for Regression Models

Simon Letzgus, Patrick Wagner, Jonas Lederer +3

In addition to the impressive predictive power of machine learning (ML) models, more recently, explanation methods have emerged that enable an interpretation of complex non-linear…

physics.atm-clus2019★ 3 cited

Far-from-equilibrium dynamics of angular momentum in a quantum many-particle system

Igor N. Cherepanov, Giacomo Bighin, Lars Christiansen +4

We use laser-induced rotation of single molecules embedded in superfluid helium nanodroplets to reveal angular momentum dynamics and transfer in a controlled setting, under far-fro…

physics.soc-ph2008★ 7 cited

Interdisciplinarity in Socio-economics, mathematical analysis and predictability of complex systems

D. Sornette

In this essay, I attempt to provide supporting evidence as well as some balance for the thesis on `Transforming socio-economics with a new epistemology' presented by Hollingworth a…