Antonio Sutera

16 papers A* 1A 2B 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium.
IEEE Trans. Smart Grid
Ioannis Boukas, Elodie Burtin, Antonio Sutera, Quentin Gemine, Bernard Pevee, Damien Ernst
2021 J jnl
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market.
CoRR
Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse
2021 J jnl
Deep generative modeling for probabilistic forecasting in power systems.
CoRR
Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera
2021 A* conf
From global to local MDI variable importances for random forests and when they are Shapley values.
NeurIPS
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
2021 J jnl
From global to local MDI variable importances for random forests and when they are Shapley values.
CoRR
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
2021 J jnl
Importance measures derived from random forests: characterisation and extension.
CoRR
Antonio Sutera
2021 — conf
Reconstruction of Low-Voltage Networks with Limited Observability.
ISGT-Europe
Daniele Marulli, Sébastien Mathieu, Amina Benzerga, Antonio Sutera, Damien Ernst
2020 B conf
Nets Versus Trees for Feature Ranking and Gene Network Inference.
DS
Nicolas Vecoven, Jean-Michel Begon, Antonio Sutera, Pierre Geurts, Vân Anh Huynh-Thu
2018 A conf
Random Subspace with Trees for Feature Selection Under Memory Constraints.
AISTATS
Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts
2017 J jnl
Random Subspace with Trees for Feature Selection Under Memory Constraints.
CoRR
Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts
2016 A conf
Context-dependent feature analysis with random forests.
UAI
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
2016 J jnl
Context-dependent feature analysis with random forests.
CoRR
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
2016 — conf
Decision Making from Confidence Measurement on the Reward Growth using Supervised Learning - A Study Intended for Large-scale Video Games.
ICAART (2)
D. Taralla, Z. Qiu, Antonio Sutera, Raphaël Fonteneau, Damien Ernst
2014 — conf
Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging.
Neural Connectomics
Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts
2014 J jnl
Simple connectome inference from partial correlation statistics in calcium imaging.
CoRR
Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts
2013 — conf
Understanding variable importances in forests of randomized trees.
NIPS
Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts