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Martin Takáč
Associate Professor, Mohamed bin Zayed University of Artificial Intelligence
Joined
April 2020
Names
Martin Takáč
(Preferred)
,
Martin Takac
Emails
****@gmail.com
(Confirmed)
,
****@lehigh.edu
(Confirmed)
,
****@lehigh.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@mbzuai.ac.ae
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Associate Professor
Mohamed bin Zayed University of Artificial Intelligence
(mbzuai.ac.ae)
2021
–
Present
Associate Professor
Lehigh University
(lehigh.edu)
2020
–
2021
Assistant Professor
Lehigh University
(lehigh.edu)
2014
–
2020
PhD student
University of Edinburgh
(ed.ac.uk)
2010
–
2014
Advisors, Relations & Conflicts
PhD Advisee
Farshed Abdukhakimov
2024
–
Present
PhD Advisee
Aidar Alimbayev
2024
–
Present
PhD Advisee
Abdelmajid Essofi
2024
–
Present
PhD Advisee
Elizaveta Starykh
2024
–
Present
PhD Advisee
Abduragim Shtanchaev
2023
–
Present
PhD Advisee
Klea Ziu
2023
–
Present
PhD Advisee
Nicolas Mauricio Cuadrado
2023
–
Present
PhD Advisee
Mohannad Takrouri
2023
–
Present
PhD Advisee
Artem Agafonov
2022
–
Present
PhD Advisee
Abdulla Jasem Almansoori
2021
–
Present
PhD Advisee
Zangir Iklassov
2021
–
2024
PhD Advisee
Zheng Shi
2019
–
2022
PhD Advisee
Majid Jahani
2016
–
2021
Coauthor
Lam Minh Nguyen
2014
–
2018
PhD Advisee
Chenxin Ma
2014
–
2018
PhD Advisee
Xi He
2014
–
2018
PhD Advisor
Peter Richtarik
2010
–
2014
Expertise
distributed optimization
Present
randomized algorithms
Present
stochastic gradient descent
Present
optimization
Present
deep learning
Present
Publications
A deep neural network for oxidative coupling of methane trained on high-throughput experimental data
Klea Ziu
,
Ruben Solozabal
,
Srinivas Rangarajan
,
Martin Takáč
09 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Partial Disentanglement with Partially-Federated GANs (PaDPaF)
Abdulla Jasem Almansoori
,
Samuel Horváth
,
Martin Takáč
Published: 16 May 2023, Last Modified: 15 Feb 2026
FLSys 2023
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
In Quest of Ground Truth: Learning Confident Models and Estimating Uncertainty in the Presence of Annotator Noise
Asma Ahmed Hashmi
,
Artem Agafonov
,
Aigerim Zhumabayeva
,
Mohammad Yaqub
,
Martin Takác
2023 (modified: 27 Mar 2023)
CoRR 2023
Readers:
Everyone
MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids
Nicolas Cuadrado
,
Roberto Gutierrez
,
Yongli Zhu
,
Martin Takác
2023 (modified: 27 Mar 2023)
CoRR 2023
Readers:
Everyone
Regularization of the policy updates for stabilizing Mean Field Games
Talal Algumaei
,
Ruben Solozabal
,
Réda Alami
,
Hakim Hacid
,
Mérouane Debbah
,
Martin Takác
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
SP2 : A Second Order Stochastic Polyak Method
Shuang Li
,
William Joseph Swartworth
,
Martin Takáč
,
Deanna Needell
,
Robert M. Gower
Published: 01 Feb 2023, Last Modified: 17 Feb 2023
ICLR 2023 poster
Readers:
Everyone
Determinant regularization for Deep Metric Learning
Kun Song
,
Ruben Solozabal
,
Martin Takáč
,
Fakhri Karray
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Stochastic Gradient Methods with Preconditioned Updates
Abdurakhmon Sadiev
,
Aleksandr Beznosikov
,
Dmitry Kamzolov
,
Rachael Tappenden
,
Martin Takáč
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
Slavomir Hanzely
,
Dmitry Kamzolov
,
Dmitry Pasechnyuk
,
Alexander Gasnikov
,
Peter Richtárik
,
Martin Takáč
Published: 31 Oct 2022, Last Modified: 11 Jan 2023
NeurIPS 2022 Accept
Readers:
Everyone
View all 156 publications
Co-Authors
Abdulla Jasem Almansoori
Abdurakhmon Sadiev
Adil Salim
Afshin Oroojlooy
Afshin Oroojlooyjadid
Ahmed Khaled
Aibek Alanov
Aigerim Zhumabayeva
Alan C. Liddell Jr.
Albert S Berahas
Albert S. Berahas
Alec Koppel
Alejandro Ribeiro
Aleksandr Beznosikov
Alexander Gasnikov
Alexander V. Gasnikov
Alistair Knott
Andrea Simonetto
Anton Novitskii
Antonio Bellon
Arash Amini
Artem Agafonov
Aryan Mokhtari
Asma Ahmed Hashmi
Avleen Singh Bijral
View all 143 co-authors