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Felipe Gutierrez
PhD student, Department of Engineering, Pontificia Universidad Catolica de Chile
Joined
August 2025
Names
Felipe Gutierrez
(Preferred)
,
Felipe Gutiérrez
,
Felipe Iván Gutiérrez González
Emails
****@uc.cl
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
Department of Engineering,
Pontificia Universidad Catolica de Chile
(uc.cl)
2021
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Hans Lobel
2021
–
Present
Expertise
Representation Learning
2023
–
Present
Transfer Learning
2023
–
Present
Neural Network Pruning
2022
–
Present
Deep Learning
2021
–
Present
Topological Data Analysis
2021
–
Present
Geospatial Analysis
2017
–
Present
Publications
Model Transferability Informed by Embedding’s Topology
Felipe Gutierrez
,
Hans Lobel
NeurReps 2025 Poster
Readers:
Everyone
SpatialCluster: A Python library for urban clustering
Axel Reyes
,
Marcelo Mendoza
,
Camila Vera
,
Francesca Lucchini
,
Jan Dimter
,
Felipe Gutiérrez
,
Naim Bro
,
Hans Lobel
,
Ariel Reyes
SoftwareX 2024
Readers:
Everyone
Learning to cluster urban areas: two competitive approaches and an empirical validation
Camila Vera
,
Francesca Lucchini
,
Naim Bro
,
Marcelo Mendoza
,
Hans Löbel
,
Felipe Gutiérrez
,
Jan Dimter
,
Gabriel Cuchacovic
,
Axel Reyes
,
Hernan Valdivieso
,
Nicolás Alvarado
,
Sergio Toro
Published: 01 Jan 2022, Last Modified: 15 May 2023
EPJ Data Sci. 2022
Readers:
Everyone
Co-Authors
Ariel Reyes
Axel Reyes
Camila Vera
Francesca Lucchini
Gabriel Cuchacovic
Hans Lobel
Hernan Valdivieso
Jan Dimter
Marcelo Mendoza
Naim Bro
Nicolás Alvarado
Sergio Toro