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Antonio Sutera
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2020 – today
- 2024
- [j1]Ioannis Boukas
, Elodie Burtin, Antonio Sutera
Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium. IEEE Trans. Smart Grid 15(1): 394-404 (2024) - 2021
- [c8]Daniele Marulli, Sébastien Mathieu, Amina Benzerga, Antonio Sutera, Damien Ernst:
Reconstruction of Low-Voltage Networks with Limited Observability. ISGT-Europe 2021: 1-5 - [c7]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: 3533-3543 - [i7]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 abs/2105.13801 (2021) - [i6]Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera:
Deep generative modeling for probabilistic forecasting in power systems. CoRR abs/2106.09370 (2021) - [i5]Antonio Sutera:
Importance measures derived from random forests: characterisation and extension. CoRR abs/2106.09473 (2021) - [i4]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 abs/2111.02218 (2021) - 2020
- [c6]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: 231-245
2010 – 2019
- 2018
- [c5]Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts:
Random Subspace with Trees for Feature Selection Under Memory Constraints. AISTATS 2018: 929-937 - 2017
- [i3]Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts:
Random Subspace with Trees for Feature Selection Under Memory Constraints. CoRR abs/1709.01177 (2017) - 2016
- [c4]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: 264-271 - [c3]Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
Context-dependent feature analysis with random forests. UAI 2016 - [i2]Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
Context-dependent feature analysis with random forests. CoRR abs/1605.03848 (2016) - 2014
- [c2]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: 23-34 - [i1]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 abs/1406.7865 (2014) - 2013
- [c1]Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts:
Understanding variable importances in forests of randomized trees. NIPS 2013: 431-439
Coauthor Index
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