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Javier González
Javier González
Microsoft Research Cambridge
Email verificata su microsoft.com - Home page
Titolo
Citata da
Citata da
Anno
Batch Bayesian optimization via local penalization
J González, Z Dai, P Hennig, N Lawrence
Artificial intelligence and statistics, 648-657, 2016
4562016
A whole-slide foundation model for digital pathology from real-world data
H Xu, N Usuyama, J Bagga, S Zhang, R Rao, T Naumann, C Wong, ...
Nature 630 (8015), 181-188, 2024
2262024
Variational auto-encoded deep Gaussian processes
Z Dai, A Damianou, J González, N Lawrence
ICLR 2016, 2015
1852015
Protein biogenesis machinery is a driver of replicative aging in yeast
GE Janssens, AC Meinema, J Gonzalez, JC Wolters, A Schmidt, V Guryev, ...
elife 4, e08527, 2015
1832015
GPy: A gaussian process framework in python
GP GPy
165*2012
Deep Gaussian processes for multi-fidelity modeling
K Cutajar, M Pullin, A Damianou, N Lawrence, J González
arXiv preprint arXiv:1903.07320, 2019
1582019
GLASSES: Relieving the myopia of Bayesian optimisation
J González, M Osborne, N Lawrence
Artificial Intelligence and Statistics, 790-799, 2016
1502016
Preferential Bayesian Optimization
J Gonzalez, Z Dai, A Damianou, ND Lawrence
International Conference on Machine Learning, PMLR 70:1282-1291, 2017, 2017
1402017
Emulation of physical processes with Emukit
A Paleyes, M Pullin, M Mahsereci, N Lawrence, J Gonzalez
NeurIPS Workshop on Machine Learning and the Physical Sciences, 2019
1292019
BOSS: Bayesian Optimization over String Spaces
HB Moss, D Beck, J Gonzalez, DS Leslie, P Rayson
Neural Information Processing Systems, NeurIPS, 2020, 2020
942020
Bayesian optimization for synthetic gene design
J González, J Longwoth, DC James, ND Lawrence
NIPS Workshop in Bayesian Optimization, 2014
942014
GPyOpt: A Bayesian optimization framework in Python
ZD Javier Gonzalez
https://github.com/SheffieldML/GPyOpt, 2016
80*2016
Bayesian optimization with tree-structured dependencies
R Jenatton, C Archambeau, J González, M Seeger
International Conference on Machine Learning, ICML 2017., 1655-1664, 2017
762017
BOFFIN-TTS: Few-Shot Speaker Adaptation by Bayesian Optimization
HB Moss, V Aggarwal, N Prateek, J González, R Barra-Chicote
International Conference on Acoustics, Speech, and Signal Processing, ICASSP …, 2020
742020
Structured variationally auto-encoded optimization
X Lu, J Gonzalez, Z Dai, N Lawrence
International Conference on Machine Learning, ICML 2020., 3267-3275, 2018
722018
Causal Bayesian Optimization
V Aglietti, X Lu, A Paleyes, J Gonzalez
Artificial intelligence and Statistics, AISTATS, 2020, 2020
692020
BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design
S Jiang, H Chai, J Gonzalez, R Garnett
International Conference on Machine Learning, ICML 2020, 2020
652020
Construction and use of a microfluidic dissection platform for long-term imaging of cellular processes in budding yeast
DHEW Huberts, SS Lee, J González, GE Janssens, IA Vizcarra, ...
Nature protocols 8 (6), 1019-1027, 2013
592013
Calorie restriction does not elicit a robust extension of replicative lifespan in Saccharomyces cerevisiae
DHEW Huberts, J González, SS Lee, A Litsios, G Hubmann, EC Wit, ...
Proceedings of the National Academy of Sciences 111 (32), 11727-11731, 2014
572014
Bandit optimisation of functions in the Mat\'ern kernel RKHS
D Janz, DR Burt, J González
Artificial intelligence and Statistics, AISTATS 2020, 2020
542020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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