From the 4 of 78 papers with an AI index.
43 citations
- Institute of AstronomyRU12 papers
- Centre National de la Recherche ScientifiqueFR11 papers
- Université Paris-SaclayFR10 papers
- Université Paris CitéFR9 papers
- Queen Mary University of LondonGB8 papers
- Astronomical Institute of the Slovak Academy of SciencesSK7 papers
- California Institute of TechnologyUS7 papers
- Eötvös Loránd UniversityHU7 papers
- Goddard Space Flight CenterUS7 papers
- Massachusetts Institute of TechnologyUS7 papers
- Newcastle UniversityGB7 papers
- Sorbonne UniversitéFR7 papers
3 papers · 1 filter
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning
Mattia Silvestri, Senne Berden, Jayanta Mandi +4
Many real-world optimization problems contain parameters that are unknown before deployment time, either due to stochasticity or to lack of information (e.g., demand or travel time…
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
Félix Vandervorst, Félix Vandervorst, Bruno Deprez +2
Graph-based methods are becoming increasingly popular in machine learning due to their ability to model complex data and relations. Insurance fraud is a prime use case, since fraud…
A Comparative Study of QSPR Methods on a Unique Multitask PAMPA dataset
Andrs Formanek, Anna Vincze, Richrd Bicsak +3
We present a unique, multitask dataset comprising 143 drug and drug candidate molecules, each evaluated on in vitro, parallel artificial-membrane permeability assays (PAMPA) using…