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Andres Hoyos-Idrobo
Researcher, Rakuten Institute of Technology, The University of Tokyo
Joined
July 2019
Names
Andres Hoyos-Idrobo
(Preferred)
,
Andrés Hoyos-Idrobo
,
Andrés Hoyos Idrobo
Emails
****@gmail.com
(Confirmed)
,
****@rakuten.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Rakuten Institute of Technology, The University of Tokyo
(rakuten.co.jp)
2017
–
Present
PhD student
INRIA
(inria.fr)
2014
–
2017
PhD student
Université Paris-Saclay
(universite-paris-saclay.fr)
2014
–
2017
PhD student
INRIA
(inria.fr)
2014
–
2017
PhD student
Neurospin
(cea.fr)
2014
–
2017
MS student
ENS Paris-Saclay
(ens-cachan.fr)
2012
–
2013
MS student
Ecole Normale Supérieure de Cachan
(ens-cachan.fr)
2012
–
2013
MS student
Neurospin
(cea.fr)
2012
–
2013
Undergrad student
Universidad Autonoma de occidente
(uao.com)
2004
–
2010
Advisors, Relations & Conflicts
PhD Advisor
Bertrand Thirion
2014
–
2017
PhD Advisor
Gael Varoquaux
2014
–
2017
Expertise
fairness
,
causality
,
hyperbolic manifolds
,
learning to rank
2019
–
Present
Information retrieval
,
optimal transport
,
Riemannian ML
,
causality
2017
–
Present
Clustering methods
,
randomized methods
,
highdimensional statistics
2014
–
2018
ML for neuroimaging
,
fMRI
,
clustering
,
randomized algorithms
,
dimensionality reduction
,
convex optimization
2014
–
2017
Publications
Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization
Pablo Loyola
,
Kento Hasegawa
,
Andrés Hoyos-Idrobo
,
Kazuo Ono
,
Toyotaro Suzumura
,
Yu Hirate
,
Masanao Yamaoka
MLNCP Poster
Readers:
Everyone
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs
Pablo Loyola
,
Edison Marrese-Taylor
,
Andres Hoyos-Idrobo
EMNLP 2023 Findings
Readers:
Everyone
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach
Andrés Hoyos-Idrobo
28 Sept 2020 (modified: 05 May 2023)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
Co-Authors
Edison Marrese-Taylor
Kazuo Ono
Kento Hasegawa
Masanao Yamaoka
Pablo Loyola
Toyotaro Suzumura
Yu Hirate