Concepedia

Daniel Hernández-Lobato

DH

Statistics

Publications

32

Citations

1.9K

H-Index

23

Active since

2006

Affiliations

Universidad Autónoma de Madrid(Current)

University of Cambridge

Harvard University Press

University of Sussex

Daniel Hernández-Lobato is an author at Universidad Autónoma de Madrid specializing in machine learning, computing, and computer science.

Publications per year

2006–2023

32

Publications

32

An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation

Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 317 citations

Computing, Computer Science, Algorithms +16

Dealing with categorical and integer-valued variables in Bayesian Optimization with Gaussian processes

Eduardo C. Garrido‐Merchán, Daniel Hernández-Lobato · Neurocomputing · 2019 · 274 citations · Full text

Natural Sciences, Mathematics, Optimization +14

Predictive Entropy Search for Multi-objective Bayesian Optimization

Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Amar Shah et al. · arXiv (Cornell University) · 2015 · 140 citations · Full text

Computing, Computational Engineering, Algorithms +12

Deep Gaussian Processes for Regression using Approximate Expectation Propagation

Thang D. Bui, Daniel Hernández-Lobato, Yingzhen Li et al. · arXiv (Cornell University) · 2016 · 135 citations · Full text

Computing, Computer Science, Machine Learning +16

Deep Gaussian Processes for Regression using Approximate Expectation Propagation

Thang D. Bui, José Miguel Hernández-Lobato, Daniel Hernández-Lobato et al. · Apollo (University of Cambridge) · 2016 · 91 citations · Full text

Computing, Computer Science, Machine Learning +16

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