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Pierre Gutierrez
Pierre Gutierrez
Head of Data Science at Usense
Bestätigte E-Mail-Adresse bei usense.healthcare
Titel
Zitiert von
Zitiert von
Jahr
Causal inference and uplift modelling: A review of the literature
P Gutierrez, JY Gérardy
International conference on predictive applications and APIs, 1-13, 2017
822017
Measuring the effects of urban heat island mitigation techniques in the field: Application to the case of pavement-watering in Paris
M Hendel, P Gutierrez, M Colombert, Y Diab, L Royon
Urban Climate 16, 43-58, 2016
652016
Fast tree inference with weighted fusion penalties
J Chiquet, P Gutierrez, G Rigaill
Journal of Computational and Graphical Statistics 26 (1), 205-216, 2017
212017
Synthetic training data generation for deep learning based quality inspection
P Gutierrez, M Luschkova, A Cordier, M Shukor, M Schappert, T Dahmen
Fifteenth International Conference on Quality Control by Artificial Vision …, 2021
42021
Active learning using weakly supervised signals for quality inspection
A Cordier, D Das, P Gutierrez
Fifteenth International Conference on Quality Control by Artificial Vision …, 2021
32021
Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection
P Gutierrez, A Cordier, T Caldeira, T Sautory
Automated Visual Inspection and Machine Vision IV 11787, 1178703, 2021
12021
Data refinement for fully unsupervised visual inspection using pre-trained networks
A Cordier, B Missaoui, P Gutierrez
arXiv preprint arXiv:2202.12759, 2022
2022
Improving generalization with synthetic training data for deep learning based quality inspection
A Cordier, P Gutierrez, V Plessis
arXiv preprint arXiv:2202.12818, 2022
2022
Robustness and Repeatability of modern Deep Neural Networks: a review
G Pierre, C Antoine
https://scortex.io/robustness-and-repeatability-of-modern-deep-neural …, 2020
2020
Making AI production-ready: Following speaking at Embedded Vision Europe, Pierre Gutierrez, lead machine learning researcher at Scortex, writes about the challenges of …
P Gutierrez
Imaging and Machine Vision Europe 96 (96), 18-20, 2019
2019
Dataiku's Solution to SPHERE's Activity Recognition Challenge
M Voisin, L Dreyfus-Schmidt, P Gutierrez, S Ronsin, M Beillevaire
arXiv preprint arXiv:1610.02757, 2016
2016
Measuring the real-world effects of urban heat island countermeasures: a case study of pavement-watering
M Hendel, P Gutierrez, M Colombert, Y Diab, L Royon
ICUC9-9th International Conference on Urban Climate jointly with 12th …, 2015
2015
Weighted fusion penalties for tree inference and its oracle properties
J Chiquet, P Gutierrez, G Rigaill
Workshop MLCB NIPS 2014, np, 2014
2014
A fast homotopy algorithm for a large class of weighted classification problems
P Gutierrez, G Rigaill, J Chiquet
MLCB NIPS 2013, np, 2013
2013
Deliverable Report
E Ikonen, I Selek, S Mo, NS NST, T Dahmen, P Gutierrez, S Abburu, ...
A fast homotopy algorithm for a large class of weighted classification problems and application to phylogeny
P Gutierrez, J Chiquet, G Rigaill
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