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M

Miguel Lázaro-Gredilla

Universidad Carlos III de Madrid

20H-index
90Paper Count
2.3KCitation Count
Published Papers 11
Publication Date
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A detailed theory of thalamic and cortical microcircuits for predictive visual inference
errSCIENCE ADVANCES
IF12.5
err2025-02-07
err0
PREAI
errGeorge, Dileep; Lazaro-Gredilla, Miguel; Lehrach, Wolfgang; Dedieu, Antoine; Zhou, Guangyao; Marino, Joseph
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Space is a latent sequence: A theory of the hippocampus
errSCIENCE ADVANCES
IF12.5
err2024-08-02
err2
errOAAI
errRaju, Rajkumar Vasudeva; Guntupalli, J. Swaroop; Zhou, Guangyao; Wendelken, Carter; Lazaro-Gredilla, Miguel; George, Dileep
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errSave
Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps
errNATURE COMMUNICATIONS
IF15.7
err2021-04-22
err34
errOAAI
errGeorge, Dileep; Rikhye, Rajeev V.; Gothoskar, Nishad; Guntupalli, J. Swaroop; Dedieu, Antoine; Lazaro-Gredilla, Miguel
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errSave
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs
errSCIENCE ROBOTICS
IF27.5
err2019-01-30
err46
errOAAI
errLazaro-Gredilla, Miguel; Lin, Dianhuan; Guntupalli, J. Swaroop; George, Dileep
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errSave
A Gaussian Process Model for Data Association and a Semidefinite Programming Solution
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2014-11-01
err6
PREAI
errLazaro-Gredilla, Miguel; Van Vaerenbergh, Steven
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Divisive Gaussian Processes for Nonstationary Regression
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2014-11-01
err13
PREAI
errMunoz-Gonzalez, Luis; Lazaro-Gredilla, Miguel; Figueiras-Vidal, Anibal R.
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errSave
Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes
errieee geoscience and remote sensing magazine
IF4.4
err2014-04-01
err115
PREAI
errLazaro-Gredilla, Miguel; Titsias, Michalis K.; Verrelst, Jochem; Camps-Valls, Gustavo
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errSave
A Bayesian approach for adaptive multiantenna sensing in cognitive radio networks
errSIGNAL PROCESSING
IF3.6
err2014-03-01
err17
errOAAI
errManco-Vasquez, J.; Lazaro-Gredilla, M.; Ramirez, D.; Via, J.; Santamaria, I.
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errSave
Kernel Recursive Least-Squares Tracker for Time-Varying Regression
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2012-08-01
err140
PREAI
errVan Vaerenbergh, Steven; Lazaro-Gredilla, Miguel; Santamaria, Ignacio
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errSave
Overlapping Mixtures of Gaussian Processes for the data association problem
errPATTERN RECOGNITION
IF7.6
err2012-04-01
err72
errOAAI
errLazaro-Gredilla, Miguel; Van Vaerenbergh, Steven; Lawrence, Neil D.
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errSave
A performance study of different soft-computing procedures for automatic detection of breast cancer malignancy
errBREAST CANCER RESEARCH
IF5.6
err2005-05-27
err0
errOAAI
errOrtega-Moral, M; Gómez-Verdejo, V; Arenas-García, J; Azpicueta-Ruiz, LA; Lázaro-Gredilla, M; Madrid-Sánchez, J; López-Beltrán, E; Figueiras-Vidal, AR
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Research Directions

No research directions
Co-authors
Cooperation Journals
N
Neil D. Lawrence
H-index: 62 · Papers: 360
J
Jochem Verrelst
H-index: 58 · Papers: 286
J
Joseph P. Marino
H-index: 42 · Papers: 274
I
Ignacio Santamarı́a
H-index: 38 · Papers: 379
A
Anı́bal R. Figueiras-Vidal
H-index: 35 · Papers: 275
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