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Travelled to:
1 × China
1 × France
2 × USA
Collaborated with:
Z.Ghahramani N.Houlsby R.Adams D.Hernández-Lobato D.Lopez-Paz Y.Wu M.A.Gelbart M.W.Hoffman R.P.Adams
Talks about:
probabilist (4) model (3) multivari (2) bayesian (2) scalabl (2) matrix (2) factor (2) learn (2) constraint (1) backpropag (1)

Person: José Miguel Hernández-Lobato

DBLP DBLP: Hern=aacute=ndez-Lobato:Jos=eacute=_Miguel

Contributed to:

ICML 20152015
ICML c2 20142014
ICML c2 20132013
ICML c3 20132013

Wrote 8 papers:

ICML-2015-Hernandez-Lobato #feature model #multi #probability
A Probabilistic Model for Dirty Multi-task Feature Selection (DHL, JMHL, ZG), pp. 1073–1082.
ICML-2015-Hernandez-Lobato15a #constraints #optimisation #predict
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints (JMHL, MAG, MWH, RPA, ZG), pp. 1699–1707.
ICML-2015-Hernandez-Lobato15b #learning #network #probability #scalability
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks (JMHL, RA), pp. 1861–1869.
ICML-c2-2014-Hernandez-LobatoHG #matrix #modelling #probability #scalability
Stochastic Inference for Scalable Probabilistic Modeling of Binary Matrices (JMHL, NH, ZG), pp. 379–387.
ICML-c2-2014-Hernandez-LobatoHG14a #matrix #probability
Probabilistic Matrix Factorization with Non-random Missing Data (JMHL, NH, ZG), pp. 1512–1520.
ICML-c2-2014-HoulsbyHG #learning #matrix #robust
Cold-start Active Learning with Robust Ordinal Matrix Factorization (NH, JMHL, ZG), pp. 766–774.
ICML-c2-2013-Lopez-PazHG #dependence #multi #process
Gaussian Process Vine Copulas for Multivariate Dependence (DLP, JMHL, ZG), pp. 10–18.
ICML-c3-2013-WuHG #modelling #multi
Dynamic Covariance Models for Multivariate Financial Time Series (YW, JMHL, ZG), pp. 558–566.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.