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D

Daniel Hernández-Lobato

Universidad Carlos III de Madrid

24H指数
98论文数
2.2K被引数
收录论文 23
发表时间
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Impact of evaluation noise in the context of multi-objective Bayesian optimization with the intrinsic coregionalization model基于内在共域化模型的多目标贝叶斯优化中评估噪声的影响
errNeurocomputing
IF6.5
err2026-07-01
err0
PREAI
errFernandez-Sanchez, Daniel; Sevilla-Salcedo, Carlos; Gomez-Verdejo, Vanessa; Hernandez-Lobato, Daniel
err分享
err收藏
Robust-multi-task gradient boosting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2026-01-21
err0
errOAAI
errEmami, Seyedsaman; Martinez-Munoz, Gonzalo; Hernandez-Lobato, Daniel
err分享
err收藏
Joint entropy search for multi-objective Bayesian optimization with constraints and multiple fidelities约束和多精度下多目标贝叶斯优化的联合熵搜索
errNeurocomputing
IF6.5
err2025-09-26
err0
errOAAI
errDaniel Fernández-Sánchez; Daniel Hernández-Lobato
err分享
err收藏
Improved max-value entropy search for multi-objective bayesian optimization with constraints
errNEUROCOMPUTING
IF6.5
err2023-08-01
err5
errOAAI
errFernandez-Sanchez, Daniel; Garrido-Merchan, Eduardo C.; Hernandez-Lobato, Daniel
err分享
err收藏
Gaussian processes for missing value imputation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-08-01
err7
errOAAI
errJafrasteh, Bahram; Hernandez-Lobato, Daniel; Lubian-Lopez, Simon Pedro; Benavente-Fernandez, Isabel
err分享
err收藏
Parallel predictive entropy search for multi-objective Bayesian optimization with constraints applied to the tuning of machine learning algorithms
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err12
PREAI
errGarrido-Merchan, Eduardo C.; Fernandez-Sanchez, Daniel; Hernandez-Lobato, Daniel
err分享
err收藏
Alpha-divergence minimization for deep Gaussian processes
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-11-01
err0
errOAAI
errVillacampa-Calvo, Carlos; Hernandez-Munoz, Gonzalo; Hernandez-Lobato, Daniel
err分享
err收藏
Adversarial α-divergence minimization for Bayesian approximate inference贝叶斯近似推理的对抗性 α-散度最小化
errNEUROCOMPUTING
IF6.5
err2022-01-01
err6
errOAAI
errRodriguez-Santana, Simon; Hernandez-Lobato, Daniel
err分享
err收藏
Inference over radiative transfer models using variational and expectation maximization methods
errMACHINE LEARNING
IF2.9
err2021-06-08
err2
errOAAI
errSvendsen, Daniel Heestermans; Hernandez-Lobato, Daniel; Martino, Luca; Laparra, Valero; Moreno-Martinez, Alvaro; Camps-Valls, Gustau
err分享
err收藏
Dealing with categorical and integer-valued variables in Bayesian Optimization with Gaussian processes用高斯过程处理贝叶斯优化中的分类和整数值变量
errNEUROCOMPUTING
IF6.5
err2020-03-01
err151
errOAAI
errGarrido-Merchan, Eduardo C.; Hernandez-Lobato, Daniel
err分享
err收藏
Alpha divergence minimization in multi-class Gaussian process classification
errNEUROCOMPUTING
IF6.5
err2020-02-01
err8
errOAAI
errVillacampa-Calvo, Carlos; Hernandez-Lobato, Daniel
err分享
err收藏
Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints
errNEUROCOMPUTING
IF6.5
err2019-10-01
err35
errOAAI
errGarrido-Merchan, Eduardo C.; Hernandez-Lobato, Daniel
err分享
err收藏
Bayesian optimization of a hybrid system for robust ocean wave features prediction
errNEUROCOMPUTING
IF6.5
err2018-01-01
err52
errOAAI
errCornejo-Bueno, L.; Garrido-Merchan, E. C.; Hernandez-Lobato, D.; Salcedo-Sanz, S.
err分享
err收藏
Special Issue on Solving complex machine learning problems with ensemble methods
errNEUROCOMPUTING
IF6.5
err2015-02-01
err0
PREAI
errHernandez-Lobato, Daniel; Katakis, Ioannis; Martinez-Munoz, Gonzalo; Partalas, Ioannis
err分享
err收藏
Expectation propagation in linear regression models with spike-and-slab priors
errMACHINE LEARNING
IF2.9
err2014-12-10
err53
errOAAI
errMiguel Hernandez-Lobato, Jose; Hernandez-Lobato, Daniel; Suarez, Alberto
err分享
err收藏
A Double Pruning Scheme for Boosting Ensembles
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2014-12-01
err21
PREAI
errSoto, Victor; Garcia-Moratilla, Sergio; Martinez-Munoz, Gonzalo; Hernandez-Lobato, Daniel; Suarez, Alberto
err分享
err收藏
How large should ensembles of classifiers be?
errPATTERN RECOGNITION
IF7.6
err2013-05-01
err47
errOAAI
errHernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto
err分享
err收藏
Inference on the prediction of ensembles of infinite size
errPATTERN RECOGNITION
IF7.6
err2011-07-01
err5
errOAAI
errHernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto
err分享
err收藏
Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles
errNEUROCOMPUTING
IF6.5
err2011-06-01
err30
errOAAI
errHernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto
err分享
err收藏
Network-based sparse Bayesian classification
errPATTERN RECOGNITION
IF7.6
err2011-04-01
err13
PREAI
errMiguel Hernandez-Lobato, Jose; Hernandez-Lobato, Daniel; Suarez, Alberto
err分享
err收藏

研究方向

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合作学者
合作期刊
G
Gustau Camps‐Valls
H 指数: 89 · 论文数: 729
S
Sancho Salcedo‐Sanz
H 指数: 60 · 论文数: 509
J
José Miguel Hernández-Lobato
H 指数: 39 · 论文数: 258
L
Luca Martino
H 指数: 36 · 论文数: 241
Á
Álvaro Moreno‐Martínez
H 指数: 29 · 论文数: 111
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