Antonio Sutera

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Random Subspace

Supervised Learning

Top Venues

Publications

Ioannis Boukas, Elodie Burtin, Antonio Sutera, Quentin Gemine, Bernard Pevee, Damien Ernst
Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium. IEEE Trans. Smart Grid 15 (1) (2024)
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
From global to local MDI variable importances for random forests and when they are Shapley values. NeurIPS (2021)
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
From global to local MDI variable importances for random forests and when they are Shapley values. CoRR (2021)
Daniele Marulli, Sébastien Mathieu, Amina Benzerga, Antonio Sutera, Damien Ernst
Reconstruction of Low-Voltage Networks with Limited Observability. ISGT-Europe (2021)
Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera
Deep generative modeling for probabilistic forecasting in power systems. CoRR (2021)
Antonio Sutera
Importance measures derived from random forests: characterisation and extension. CoRR (2021)
Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market. CoRR (2021)
Nicolas Vecoven, Jean-Michel Begon, Antonio Sutera, Pierre Geurts, Vân Anh Huynh-Thu
Nets Versus Trees for Feature Ranking and Gene Network Inference. DS (2020)
Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts
Random Subspace with Trees for Feature Selection Under Memory Constraints. AISTATS (2018)
Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts
Random Subspace with Trees for Feature Selection Under Memory Constraints. CoRR (2017)
D. Taralla, Z. Qiu, Antonio Sutera, Raphaël Fonteneau, Damien Ernst
Decision Making from Confidence Measurement on the Reward Growth using Supervised Learning - A Study Intended for Large-scale Video Games. ICAART (2) (2016)
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
Context-dependent feature analysis with random forests. UAI (2016)
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
Context-dependent feature analysis with random forests. CoRR (2016)
Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts
Simple connectome inference from partial correlation statistics in calcium imaging. CoRR (2014)
Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts
Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging. Neural Connectomics (2014)
Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts
Understanding variable importances in forests of randomized trees. NIPS (2013)