Zhengying Liu
Zhengying Liu
PhD student at Université Paris-Saclay / Inria
Vahvistettu sähköpostiosoite verkkotunnuksessa inria.fr
Nimike
Viittaukset
Viittaukset
Vuosi
Analysis of the AutoML Challenge Series
I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ...
Automated Machine Learning, 177, 2019
532019
Autocv challenge design and baseline results
Z Liu, I Guyon, J Junior, M Madadi, S Escalera, A Pavao, H Escalante, ...
CAp 2019-Conférence sur l'Apprentissage Automatique, 2019
102019
Autodl challenge design and beta tests-towards automatic deep learning
Z Liu, O Bousquet, A Elisseeff, S Escalera, I Guyon, J Jacques, A Pavao, ...
MetaLearn workshop@ NeurIPS2018, 2018
62018
Towards automated computer vision: analysis of the AutoCV challenges 2019
Z Liu, Z Xu, S Escalera, I Guyon, JCSJ Junior, M Madadi, A Pavao, ...
Pattern Recognition Letters 135, 196-203, 2020
52020
LEAP nets for power grid perturbations
B Donnot, B Donon, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
arXiv preprint arXiv:1908.08314, 2019
52019
Leap nets for system identification and application to power systems
B Donon, B Donnot, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
Neurocomputing 416, 316-327, 2020
32020
Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019
Z Liu, Z Xu, S Rajaa, M Madadi, JCSJ Junior, S Escalera, A Pavao, ...
NeurIPS 2019 Competition and Demonstration Track, 242-252, 2020
32020
Latent Surgical Interventions in Residual Neural Networks
B Donnot, I Guyon, Z Liu, M Schoenauer, A Marot, P Panciatici
12018
Asymptotic Analysis of Meta-learning as a Recommendation Problem
Z Liu, I Guyon
Meta-learning Workshop@ AAAI 2021, 2021
2021
Deep Statistical Solvers
B Donon, Z Liu, W Liu, I Guyon, A Marot, M Schoenauer
NeurIPS, 2020
2020
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data
R Egele, P Balaprakash, V Vishwanath, I Guyon, Z Liu
arXiv preprint arXiv:2010.16358, 2020
2020
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
Z Liu, A Pavao, Z Xu, S Escalera, F Ferreira, I Guyon, S Hong, F Hutter, ...
2020
How far are we from true AutoML: reflection from winning solutions and results of AutoDL challenge
Z Liu, A Pavao, Z Xu, S Escalera, I Guyon, JCSJ Junior, M Madadi, ...
3.11 AutoML Challenges 2015-2018: Review and Call for Action
Z Liu
Automating Data Science, 166, 0
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Artikkelit 1–14