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Nicolas Mauricio Cuadrado
PhD student, Mohamed bin Zayed University of Artificial Intelligence
Joined
March 2023
Names
Nicolas Mauricio Cuadrado
(Preferred)
,
Nicolas M. Cuadrado
,
Nicolas Avila
,
NMC Avila
Emails
****@mbzuai.ac.ae
(Confirmed)
,
****@unal.edu.co
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Mohamed bin Zayed University of Artificial Intelligence
(mbzuai.ac.ae)
2023
–
Present
MS student
Mohamed bin Zayed University of Artificial Intelligence
(mbzuai.ac.ae)
2021
–
2023
Undergrad student
Universidad Nacional de Colombia
(unal.edu.co)
2012
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Martin Takáč
2023
–
Present
PhD Advisor
Samuel Horváth
2023
–
Present
PhD Advisor
Jakub Marecek
2025
–
2027
Expertise
Pruning
2025
–
Present
Model efficiency
2024
–
Present
Optimization
2023
–
Present
Federated Learning
2022
–
Present
Reinforcement Learning
2021
–
Present
Energy Management Systems for Microgrids
2018
–
Present
Publications
What Scalable Second-Order Information Knows for Pruning at Initialization
Ivo Gollini Navarrete
,
Nicolas Mauricio Cuadrado
,
Martin Takáč
,
Samuel Horváth
CPAL 2026 (Proceedings Track) Oral
Readers:
Everyone
Revisiting One-Shot Pruning with Scalable Second-Order Approximations
Ivo Gollini Navarrete
,
Nicolas Mauricio Cuadrado
,
Martin Takáč
,
Samuel Horváth
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Generalising Battery Control in Net-Zero Buildings via Personalised Federated RL
Nicolas Mauricio Cuadrado
,
Samuel Horváth
,
Martin Takáč
CO-BUILD Poster
Readers:
Everyone
FRESCO: Federated Reinforcement Energy System for Cooperative Optimization
Nicolas Mauricio Cuadrado
,
Roberto Alejandro Gutiérrez Guillén
,
Martin Takác
CoRR 2024
Readers:
Everyone
Generalized Policy Learning for Smart Grids: FL TRPO Approach
Yunxiang Li
,
Nicolas Mauricio Cuadrado
,
Samuel Horváth
,
Martin Takác
CoRR 2024
Readers:
Everyone
FRESCO: Federated Reinforcement Energy System for Cooperative Optimization
Nicolas Mauricio Cuadrado
,
Roberto Alejandro Gutierrez Guillen
,
Martin Takáč
01 Mar 2023 (modified: 01 Jun 2023)
Submitted to Tiny Papers @ ICLR 2023
Readers:
Everyone
FRESCO: Federated Reinforcement Energy System for Cooperative Optimization
Nicolas M. Cuadrado
,
Roberto Alejandro Gutiérrez Guillén
,
Martin Takác
Tiny Papers @ ICLR 2023
Readers:
Everyone
MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids
Nicolas M. Cuadrado
,
Roberto A. Gutiérrez
,
Yongli Zhu
,
Martin Takác
CoRR 2023
Readers:
Everyone
Co-Authors
Ivo Gollini Navarrete
Martin Takác
Martin Takáč
Roberto A. Gutiérrez
Roberto Alejandro Gutierrez Guillen
Roberto Alejandro Gutiérrez Guillén
Samuel Horváth
Yongli Zhu
Yunxiang Li