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Rasmussen, Carl Edward

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Author ID: rasmussen.carl-edward Recent zbMATH articles by "Rasmussen, Carl Edward"
Published as: Rasmussen, Carl Edward
Homepage: http://mlg.eng.cam.ac.uk/carl/
External Links: MGP · Wikidata
Documents Indexed: 13 Publications since 1994, including 2 Books

Publications by Year

Citations contained in zbMATH

11 Publications have been cited 798 times in 716 Documents Cited by Year
Gaussian processes for machine learning. Zbl 1177.68165
Rasmussen, Carl Edward; Williams, Christopher K. I.
631
2006
A unifying view of sparse approximate Gaussian process regression. Zbl 1222.68282
Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward
44
2005
Gaussian processes in machine learning. Zbl 1120.68436
Rasmussen, Carl Edward
43
2004
Gaussian processes for machine learning (GPML) toolbox. Zbl 1242.68242
Rasmussen, Carl Edward; Nickisch, Hannes
22
2010
Approximations for binary Gaussian process classification. Zbl 1225.62087
Nickisch, Hannes; Rasmussen, Carl Edward
22
2008
Assessing approximate inference for binary Gaussian process classification. Zbl 1190.62119
Kuss, Malte; Rasmussen, Carl Edward
17
2005
Sparse spectrum Gaussian process regression. Zbl 1242.62098
Lázaro-Gredilla, Miguel; Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward; Figueiras-Vidal, Aníbal R.
13
2010
Robust filtering and smoothing with Gaussian processes. Zbl 1369.93678
Deisenroth, Marc Peter; Turner, Ryan Darby; Huber, Marco F.; Hanebeck, Uwe D.; Rasmussen, Carl Edward
2
2012
Pruning from adaptive regularization. Zbl 0814.68107
Hansen, Lars Kai; Rasmussen, Carl Edward
2
1994
Analysis of some methods for reduced rank Gaussian process regression. Zbl 1112.60306
Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward
1
2005
Pattern recognition. 26th DAGM symposium, Tübingen, Germany, August 30–September 1, 2004. Proceedings. Zbl 1142.68304
Rasmussen, Carl Edward (ed.); Bülthoff, Heinrich H. (ed.); Schölkopf, Bernhard (ed.); Giese, Martin A. (ed.)
1
2004
Robust filtering and smoothing with Gaussian processes. Zbl 1369.93678
Deisenroth, Marc Peter; Turner, Ryan Darby; Huber, Marco F.; Hanebeck, Uwe D.; Rasmussen, Carl Edward
2
2012
Gaussian processes for machine learning (GPML) toolbox. Zbl 1242.68242
Rasmussen, Carl Edward; Nickisch, Hannes
22
2010
Sparse spectrum Gaussian process regression. Zbl 1242.62098
Lázaro-Gredilla, Miguel; Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward; Figueiras-Vidal, Aníbal R.
13
2010
Approximations for binary Gaussian process classification. Zbl 1225.62087
Nickisch, Hannes; Rasmussen, Carl Edward
22
2008
Gaussian processes for machine learning. Zbl 1177.68165
Rasmussen, Carl Edward; Williams, Christopher K. I.
631
2006
A unifying view of sparse approximate Gaussian process regression. Zbl 1222.68282
Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward
44
2005
Assessing approximate inference for binary Gaussian process classification. Zbl 1190.62119
Kuss, Malte; Rasmussen, Carl Edward
17
2005
Analysis of some methods for reduced rank Gaussian process regression. Zbl 1112.60306
Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward
1
2005
Gaussian processes in machine learning. Zbl 1120.68436
Rasmussen, Carl Edward
43
2004
Pattern recognition. 26th DAGM symposium, Tübingen, Germany, August 30–September 1, 2004. Proceedings. Zbl 1142.68304
Rasmussen, Carl Edward (ed.); Bülthoff, Heinrich H. (ed.); Schölkopf, Bernhard (ed.); Giese, Martin A. (ed.)
1
2004
Pruning from adaptive regularization. Zbl 0814.68107
Hansen, Lars Kai; Rasmussen, Carl Edward
2
1994
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Cited by 1,613 Authors

19 Pillonetto, Gianluigi
14 Bachoc, François
13 Karniadakis, George Em
10 Roustant, Olivier
9 Ginsbourger, David
9 Perdikaris, Paris G.
8 Chiuso, Alessandro
7 Dunson, David Brian
7 Picheny, Victor
6 Chen, Tianshi
6 Choi, Taeryon
6 Girolami, Mark A.
6 Hjalmarsson, Håkan
6 Raissi, Maziar
6 Särkkä, Simo
6 Stuart, Andrew M.
5 Bottegal, Giulio
5 Durrande, Nicolas
5 Huttunen, Janne M. J.
5 Jakeman, John Davis
5 Li, Jinglai
5 Ljung, Lennart
5 Marzouk, Youssef M.
5 Shi, Jianqing
4 Banerjee, Sudipto
4 Bewley, Thomas R.
4 Bhattacharya, Anirban
4 Bilionis, Ilias
4 De Nicolao, Giuseppe
4 Finley, Andrew O.
4 Garnier, Josselin
4 Gretton, Arthur
4 Hesthaven, Jan S.
4 Karvonen, Toni
4 Lagnoux, Agnès
4 Ludkovski, Michael
4 Marrel, Amandine
4 Oates, Chris J.
4 Pati, Debdeep
4 Saibaba, Arvind Krishna
4 Schölkopf, Bernhard
4 Vehtari, Aki
4 Wu, Chien-Fu Jeff
3 Alodat, M. T.
3 Avron, Haim
3 Azzimonti, Dario
3 Barthelmé, Simon
3 Beyhaghi, Pooriya
3 Binois, Mickaël
3 Bortolussi, Luca
3 Burnaev, Evgeny
3 Carlberg, Kevin T.
3 Chevalier, Clément
3 Choi, Jongeun
3 Couckuyt, Ivo
3 Darwish, Mohamed Abdelmonim Hassan
3 Dhaene, Tom
3 Dunlop, Matthew M.
3 Feng, Yuanjing
3 Filippone, Maurizio
3 Gelfand, Alan Enoch
3 Guo, Mengwu
3 Heckman, Nancy E.
3 Helbert, Céline
3 Hennig, Philipp
3 Hosseini, Bamdad
3 Hoteit, Ibrahim
3 Hou, Zhongsheng
3 Husmeier, Dirk
3 Kirk, Paul D. W.
3 Le Maître, Olivier P.
3 Li, Yongqiang
3 Lin, Lizhen
3 Lü, Zhenzhou
3 Mahadevan, Sankaran
3 Marzat, Julien
3 Michelén Ströfer, Carlos A.
3 Nguyen, Ngoc Cuong
3 Nott, David John
3 Opper, Manfred
3 Perrin, Guillaume
3 Risk, Jimmy
3 Saad, Yousef
3 Schön, Thomas B.
3 Shahbaba, Babak
3 Spokoiny, Vladimir G.
3 Stumpf, Michael P. H.
3 Teckentrup, Aretha L.
3 Tóth, Roland
3 Tuo, Rui
3 Van der Vaart, Adrianus Willem
3 Wang, Bo
3 Woźniakowski, Henryk
3 Xiao, Heng
3 Zabaras, Nicholas J.
2 Aderhold, Andrej
2 Alexanderian, Alen
2 Anitescu, Mihai
2 Apley, Daniel W.
2 Aravkin, Aleksandr Y.
...and 1,513 more Authors
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Cited in 159 Serials

47 Automatica
43 Journal of Computational Physics
35 SIAM/ASA Journal on Uncertainty Quantification
30 Computer Methods in Applied Mechanics and Engineering
27 Machine Learning
26 Journal of Machine Learning Research (JMLR)
26 Statistics and Computing
23 Computational Statistics and Data Analysis
21 Neural Computation
19 SIAM Journal on Scientific Computing
17 Journal of Global Optimization
15 Bayesian Analysis
14 The Annals of Applied Statistics
13 The Annals of Statistics
13 Neural Networks
13 European Journal of Operational Research
13 Electronic Journal of Statistics
11 Pattern Recognition
8 Biometrics
8 Journal of Multivariate Analysis
8 Journal of Statistical Planning and Inference
8 Statistical Science
7 Computers and Fluids
7 Journal of the American Statistical Association
6 Artificial Intelligence
5 Computational Mechanics
5 Applied Mathematical Modelling
5 Journal of Statistical Computation and Simulation
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
5 Computational Geosciences
5 Statistical Analysis and Data Mining
4 Inverse Problems
4 Information Sciences
4 Journal of Mathematical Psychology
4 Statistics & Probability Letters
4 Journal of Complexity
4 Journal of Mathematical Imaging and Vision
4 International Journal of Computer Vision
4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
4 Chaos
4 Journal of Agricultural, Biological, and Environmental Statistics
3 Journal of Fluid Mechanics
3 Mathematical Biosciences
3 Scandinavian Journal of Statistics
3 Mathematics of Computation
3 International Journal for Numerical Methods in Engineering
3 Journal of Computational and Applied Mathematics
3 Physica D
3 SIAM Journal on Matrix Analysis and Applications
3 Computational Statistics
3 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI
3 Mathematical Problems in Engineering
3 Nonlinear Dynamics
3 Statistical Applications in Genetics and Molecular Biology
3 Statistics Surveys
2 Computers & Mathematics with Applications
2 Computer Physics Communications
2 International Journal of Heat and Mass Transfer
2 Journal of the Franklin Institute
2 Applied Mathematics and Computation
2 Journal of Econometrics
2 Metron
2 Operations Research
2 SIAM Journal on Control and Optimization
2 Insurance Mathematics & Economics
2 Journal of Classification
2 Information and Computation
2 Communications in Statistics. Simulation and Computation
2 International Journal of Computer Mathematics
2 Linear Algebra and its Applications
2 Proceedings of the National Academy of Sciences of the United States of America
2 SIAM Review
2 Test
2 Journal of Computational Neuroscience
2 Annals of Mathematics and Artificial Intelligence
2 Journal of Nonparametric Statistics
2 International Journal of Applied Mathematics and Computer Science
2 Journal of Applied Mathematics
2 Journal of the Korean Statistical Society
2 Inverse Problems and Imaging
2 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
1 International Journal of Modern Physics A
1 International Journal of Modern Physics B
1 Archive for Rational Mechanics and Analysis
1 The Canadian Journal of Statistics
1 Journal of Statistical Physics
1 Physica A
1 Wave Motion
1 Annals of the Institute of Statistical Mathematics
1 BIT
1 Fuzzy Sets and Systems
1 Journal of Approximation Theory
1 Mathematics and Computers in Simulation
1 Proceedings of the American Mathematical Society
1 Theoretical Computer Science
1 Theoretical Population Biology
1 Optimal Control Applications & Methods
1 Applied Numerical Mathematics
1 Statistics
1 Probability Theory and Related Fields
...and 59 more Serials
all top 5

Cited in 41 Fields

415 Statistics (62-XX)
173 Probability theory and stochastic processes (60-XX)
171 Numerical analysis (65-XX)
167 Computer science (68-XX)
63 Systems theory; control (93-XX)
57 Operations research, mathematical programming (90-XX)
49 Biology and other natural sciences (92-XX)
33 Fluid mechanics (76-XX)
31 Partial differential equations (35-XX)
24 Mechanics of deformable solids (74-XX)
20 Information and communication theory, circuits (94-XX)
19 Geophysics (86-XX)
18 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
16 Functional analysis (46-XX)
13 Approximations and expansions (41-XX)
12 Linear and multilinear algebra; matrix theory (15-XX)
9 Dynamical systems and ergodic theory (37-XX)
8 Harmonic analysis on Euclidean spaces (42-XX)
6 Combinatorics (05-XX)
6 Operator theory (47-XX)
6 Calculus of variations and optimal control; optimization (49-XX)
5 Ordinary differential equations (34-XX)
5 Mechanics of particles and systems (70-XX)
4 Statistical mechanics, structure of matter (82-XX)
3 Special functions (33-XX)
3 Global analysis, analysis on manifolds (58-XX)
3 Astronomy and astrophysics (85-XX)
2 Difference and functional equations (39-XX)
2 Integral equations (45-XX)
2 Geometry (51-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Relativity and gravitational theory (83-XX)
1 General and overarching topics; collections (00-XX)
1 Mathematical logic and foundations (03-XX)
1 Topological groups, Lie groups (22-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 Potential theory (31-XX)
1 Abstract harmonic analysis (43-XX)
1 Optics, electromagnetic theory (78-XX)
1 Quantum theory (81-XX)

Citations by Year

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