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1

Projected sequential Gaussian processes: A C++ tool for interpolation of large datasets with heterogeneous noise

Remi Barillec, Ben Ingram, Dan Cornford, Lehel Csató

Journal:

Computers & Geosciences

Year:

2011

Language:

english

File:

PDF, 1.05 MB

english, 2011

2

Sparse On-Line Gaussian Processes

Csató, Lehel, Opper, Manfred

Journal:

Neural Computation

Year:

2002

Language:

english

File:

PDF, 325 KB

english, 2002

3

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Single View Distortion Correction using Semantic Guidance

Lorincz, Szabolcs-Botond, Pavel, Szabolcs, Csato, Lehel

Year:

2019

Language:

english

File:

PDF, 1.39 MB

english, 2019

4

A note on label propagation for semi-supervised learning

Bodó, Zalán, Csató, Lehel

Journal:

Acta Universitatis Sapientiae Informatica

Year:

2015

Language:

english

File:

PDF, 506 KB

english, 2015

5

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Alignment-based transfer learning for robot models

Bocsi, Botond, Csato, Lehel, Peters, Jan

Year:

2013

Language:

english

File:

PDF, 1.12 MB

english, 2013

6

Sequential, Bayesian Geostatistics: A Principled Method for Large Data Sets

Dan Cornford, Lehel Csató, Manfred Opper

Journal:

Geographical Analysis

Year:

2005

Language:

english

File:

PDF, 628 KB

english, 2005

7

[IEEE 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011) - San Francisco, CA (2011.09.25-2011.09.30)] 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems - Learning inverse kinematics with structured prediction

Bocsi, Botond, Nguyen-Tuong, Duy, Csato, Lehel, Scholkopf, Bernhard, Peters, Jan

Year:

2011

Language:

english

File:

PDF, 390 KB

english, 2011

8

Tractable inference for probabilistic data models

Lehel Csato, Manfred Opper, Ole Winther

Journal:

Year:

2003

Language:

english

File:

PDF, 201 KB

english, 2003

9

[IEEE 2008 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing - Timisoara, Romania (2008.09.26-2008.09.29)] 2008 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing - Prüfer Number Encoding for Genetic Bayesian Network Structure Learning Algorithm

Reiz, Beata, Csato, Lehel, Dumitrescu, Dan

Year:

2008

Language:

english

File:

PDF, 310 KB

english, 2008

10

Bayesian Analysis of the Scatterometer Wind Retrieval Inverse Problem: Some New Approaches

Dan Cornford, Lehel Csató, David J. Evans and Manfred Opper

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2004

Language:

english

File:

PDF, 6.53 MB

english, 2004

11

Bayesian analysis of the scatterometer wind retrieval inverse problem: some new approaches

Dan Cornford, Lehel Csató, David J. Evans, Manfred Opper

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2004

Language:

english

File:

PDF, 658 KB

english, 2004

12

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Single View Distortion Correction using Semantic Guidance

Lorincz, Szabolcs-Botond, Pavel, Szabolcs, Csato, Lehel

Year:

2019

File:

PDF, 1.39 MB

2019

13

Sparse gaussian processes: inference, subspace identification and model selection

Csató, Lehel, Opper, Manfred

Journal:

IFAC Proceedings Volumes

Year:

2003

File:

PDF, 633 KB

2003

14

Linear spectral hashing

Bodó, Zalán, Csató, Lehel

Journal:

Year:

2014

Language:

english

File:

PDF, 764 KB

english, 2014

15

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Reinforcement learning with guided policy search using Gaussian processes

Jakab, Hunor S., Csato, Lehel

Year:

2012

Language:

english

File:

PDF, 1.96 MB

english, 2012

16

[Lecture Notes in Computer Science] Central European Functional Programming School Volume 8606 ||

Zsók, Viktória, Horváth, Zoltán, Csató, Lehel

Year:

2015

Language:

english

File:

PDF, 27.67 MB

english, 2015

17

[IEEE 2014 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) - Romania (2014.9.22-2014.9.25)] 2014 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing - Simulation-Extrapolation Gaussian Processes for Input Noise Modeling

Bocsi, Botond, Jakab, Hunor, Csato, Lehel

Year:

2014

Language:

english

File:

PDF, 295 KB

english, 2014

18

[IEEE 2008 International Conference on Intelligent Computer Communication and Processing (ICCP) - Cluj-Napoca (2008.08.28-2008.08.30)] 2008 4th International Conference on Intelligent Computer Communication and Processing - Visual tracking with filtering algorithms

Bocsi, Botond A., Csato, Lehel

Year:

2008

Language:

english

File:

PDF, 116 KB

english, 2008

19

[IEEE 2007 Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing - Timisoara, Romania (2007.9.26-2007.9.29)] Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007) - Wikipedia-Based Kernels for Text Categorization

Minier, Zsolt, Bodo, Zalan, Csato, Lehel

Year:

2007

Language:

english

File:

PDF, 897 KB

english, 2007

20

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Improving kernel locality-sensitive hashing using pre-images and bounds

Bodo, Zalan, Csato, Lehel

Year:

2012

Language:

english

File:

PDF, 858 KB

english, 2012

21

Indirect robot model learning for tracking control

Bócsi, Botond, Csató, Lehel, Peters, Jan

Journal:

Advanced Robotics

Year:

2014

Language:

english

File:

PDF, 868 KB

english, 2014

22

[IEEE 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) - Abuja, Nigeria (2019.12.10-2019.12.12)] 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) - Deep Learning Methods for Filter Extraction in Tomato fruits

Lawan, Falalu. I., Ismaila, Lukman E., Adeshina, Steve A., Muhammed, Habib I., Csato, Lehel

Year:

2019

File:

PDF, 415 KB

2019

23

[IEEE 2012 IEEE International Conference on Robotics and Automation (ICRA) - St Paul, MN, USA (2012.05.14-2012.05.18)] 2012 IEEE International Conference on Robotics and Automation - Learning tracking control with forward models

Bocsi, Botond, Hennig, Philipp, Csato, Lehel, Peters, Jan

Year:

2012

Language:

english

File:

PDF, 474 KB

english, 2012

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