Hernández-Lobato, Daniel: search on Z-Library

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1

Expectation propagation in linear regression models with spike-and-slab priors

Hernández-Lobato, José Miguel, Hernández-Lobato, Daniel, Suárez, Alberto

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 1.36 MB

english, 2015

2

Special Issue on “Solving complex machine learning problems with ensemble methods”

Hernández-Lobato, Daniel, Katakis, Ioannis, Martínez-Muñoz, Gonzalo, Partalas, Ioannis

Journal:

Year:

2015

Language:

english

File:

PDF, 149 KB

english, 2015

3

Network-based sparse Bayesian classification

Jose Miguel Hernández-Lobato, Daniel Hernández-Lobato, Alberto Suárez

Journal:

Pattern Recognition

Year:

2011

Language:

english

File:

PDF, 626 KB

english, 2011

4

Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes

Garrido-Merchán, Eduardo C., Hernández-Lobato, Daniel

Journal:

Year:

2019

Language:

english

File:

PDF, 3.06 MB

english, 2019

5

Alpha divergence minimization in multi-class Gaussian process classification

Villacampa-Calvo, Carlos, Hernández-Lobato, Daniel

Journal:

Year:

2019

File:

PDF, 5.04 MB

2019

6

Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints

Garrido-Merchán, Eduardo C., Hernández-Lobato, Daniel

Journal:

Year:

2019

Language:

english

File:

PDF, 4.77 MB

english, 2019

7

Bayes Machines for binary classification

Daniel Hernández-Lobato, José Miguel Hernández-Lobato

Journal:

Pattern Recognition Letters

Year:

2008

Language:

english

File:

PDF, 526 KB

english, 2008

8

Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles

Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez

Journal:

Year:

2011

Language:

english

File:

PDF, 628 KB

english, 2011

9

Class-switching neural network ensembles

Gonzalo Martínez-Muñoz, Aitor Sánchez-Martínez, Daniel Hernández-Lobato, Alberto Suárez

Journal:

Year:

2008

Language:

english

File:

PDF, 332 KB

english, 2008

10

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Ambiguity Helps: Classification with Disagreements in Crowdsourced Annotations

Sharmanska, Viktoriia, Hernandez-Lobato, Daniel, Hernandez-Lobato, Jose Miguel, Quadrianto, Novi

Year:

2016

Language:

english

File:

PDF, 407 KB

english, 2016

11

Expectation Propagation for microarray data classification

Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Alberto Suárez

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 313 KB

english, 2010

12

How large should ensembles of classifiers be?

Hernández-Lobato, Daniel, Martínez-Muñoz, Gonzalo, Suárez, Alberto

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 553 KB

english, 2013

13

INDEX.

Hernández-Lobato, Daniel, Martínez-Muñoz, Gonzalo, Suárez, Alberto

Journal:

Year:

1891

Language:

english

File:

PDF, 5.27 MB

english, 1891

14

Inference on the prediction of ensembles of infinite size

Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez

Journal:

Pattern Recognition

Year:

2011

Language:

english

File:

PDF, 487 KB

english, 2011

15

A Double Pruning Scheme for Boosting Ensembles

Soto, Victor, Garcia-Moratilla, Sergio, Martinez-Munoz, Gonzalo, Hernandez-Lobato, Daniel, Suarez, Alberto

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 1.37 MB

english, 2014

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