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Detommaso, Gianluca
5 publications
MLOSS
2024
Fortuna: A Library for Uncertainty Quantification in Deep Learning
Gianluca Detommaso
,
Alberto Gasparin
,
Michele Donini
,
Matthias Seeger
,
Andrew Gordon Wilson
,
Cedric Archambeau
ICML
2024
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso
,
Martin Andres Bertran
,
Riccardo Fogliato
,
Aaron Roth
ICLRW
2023
Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography
Luca Franceschi
,
Cemre Zor
,
Muhammad Bilal Zafar
,
Gianluca Detommaso
,
Cedric Archambeau
,
Tamas Madl
,
Michele Donini
,
Matthias Seeger
AAAI
2021
HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference
Jakob Kruse
,
Gianluca Detommaso
,
Ullrich Köthe
,
Robert Scheichl
NeurIPS
2018
A Stein Variational Newton Method
Gianluca Detommaso
,
Tiangang Cui
,
Youssef Marzouk
,
Alessio Spantini
,
Robert Scheichl