I am very fortunate to be able to work with a team of amazing and very talented people. If you want to join my group as an intern, MS/PhD student, PhD student, postdoc or a research scientist, read the instructions
here and
fill out
this interfolio form.
Optimization and Machine Learning Lab: Current Members
Research Scientists
Postdocs
PhD Students
- Kaja Gruntkowska (1/2024-present), KAUST
- Artavazd Maranjyan (8/2023-present), KAUST
- Hanmin Li (1/2023-present), KAUST
- Abdurakhmon Sadiev (9/2022-present), KAUST
- Igor Sokolov (6/2022-present), KAUST
- Kai Yi (1/2022-present), KAUST
- Grigory Malinovsky (1/2022-present), KAUST
- Egor Shulgin (9/2021-present), KAUST
- Konstantin Burlachenko (8/2020-present), KAUST
- Elnur Gasanov (1/2020-present), KAUST
MS Students
- Artem Riabinin (8/2023-present), KAUST
- Omar Shaikh Omar (8/2023-present), KAUST
- Ivan Ilin (1/2023-present), KAUST
Research Interns
-
Philip Zmushko (10/2024-present),
from Moscow Institute of Physics and Technology
-
Zhirayr Tovmasyan (9/2024-present),
from Yerevan State University
-
Aadi Rane (6/2024-present),
from UC Berkeley
Optimization and Machine Learning Lab: Alumni
Research Scientists
- Zhize Li (9/2020-3/2022), KAUST
next position: Research Scientist, Carnegie Mellon University, USA
- El Houcine Bergou (2/2020-12/2020), KAUST
next position: Assistant Professor, Mohammed VI Polytechnic University, Morocco
Postdocs
- Avetik Karagulyan (11/2021-7/2024), KAUST
next position: Research Assistant Professor, UC Davis, USA
- Alexander Tyurin (7/2021-7/2024), KAUST
next position: Research Group Leader, AI Research Institute (AIRI), Moscow, Russia
- Sarit Khirirat (9/2022-9/2023), MBZUAI
- Mher Safaryan (10/2019-11/2022), KAUST
next position: Postdoctoral Fellow, IST Austria, Vienna, Austria
- Konstantin Mishchenko (10/2021-12/2021), KAUST
next position: Postdoctoral Fellow, CNRS / École Normale Supérieure / Inria, Paris, France
- Filip Hanzely (8/2020-11/2020), KAUST
next position: Research Assistant Professor, TTIC, Chicago, USA
- Zhize Li (9/2019-9/2020), KAUST
next position: Research Scientist, Carnegie Mellon University, Pittsburgh, USA
- Adil Salim (2/2019-10/2021), KAUST
next position: Senior Researcher, Microsoft Research, Redmond, USA
- Xun Qian (11/2018-11/2021), KAUST
next position: Research Scientist, JD Explore Academy, Beijing, China
- El Houcine Bergou (1/2018-1/2019), KAUST
next position: Assistant Professor, Mohammed VI Polytechnic University, Morocco
- Aritra Dutta (5/2017-5/2019), KAUST
next position: Assistant Professor, University of Southern Denmark, Odense, Denmark
- Robert Mansel Gower (3/2016-6/2016), University of Edinburgh
next position: Assistant Professor, Télécom Paris, Paris, France
- Ademir Ribeiro (10/2014-3/2015), University of Edinburgh
next position: Associate Professor, Federal University of Paraná, Brazil
- Zheng Qu (1/2014-8/2015), University of Edinburgh
next position: Assistant Professor, University of Hong Kong, Hong Kong
- Olivier Fercoq (10/2012-7/2014), University of Edinburgh
next position: Assistant Professor, Télécom ParisTech, Paris, France
- Rachael Tappenden (2/2012-7/2014), University of Edinburgh
next position: Assistant Professor, University of Canterbury, New Zealand
- Jakub Mareček (1/2012-6/2012), University of Edinburgh
next position: Researcher Staff Member, IBM Research, Ireland
PhD Students
- Lukang Sun (3/2021-7/2024), KAUST
next position: Postdoctoral Fellow, TUM, Munich, Germany
- Slavomír Hanzely (1/2021-12/2023), KAUST
thesis: Adaptive Optimization Algorithms for Machine Learning
next position: Postdoctoral Fellow, MBZUAI, Abu Dhabi, UAE
- Dmitry Kovalev (1/2020-9/2022), KAUST
thesis: Optimal Algorithms for Affinely Constrained, Distributed, Decentralized, Minimax, and High-Order Optimization Problems
next position: Postdoctoral Fellow, Université catholique de Louvain, Louvain-la-Neuve, Belgium
- Samuel Horváth (1/2019-6/2022), KAUST
thesis: Better Methods and Theory for Federated Learning: Compression, Client Selection, and Heterogeneity
next position: Assistant Professor, Mohamed Bin Zayed University of Artificial Intelligence, Abu Shabi, United Arab Emirates
- Eduard Gorbunov (9/2020-12/2021), Moscow Institute of Physics and Technology
thesis: Distributed and Stochastic Optimization Methods with Gradient Compression and Local Steps
next position: Postdoctoral Fellow, MILA and Université de Montréal, Canada
- Konstantin Mishchenko (9/2017-10/2021), KAUST
thesis: On Seven Fundamental Optimization Challenges in Machine Learning
next position: Postdoctoral Fellow, CNRS / École Normale Supérieure / Inria, Paris, France
- Filip Hanzely (9/2017-7/2020), KAUST
thesis: Optimization for Supervised Machine Learning: Randomized Algorithms for Data and Parameters
next position: Research Assistant Professor, TTIC, Chicago, USA
- Nicolas Loizou (10/2015-6/2019), University of Edinburgh
thesis: Randomized Iterative Methods for Linear Systems: Momentum, Inexactness and Gossip
next position: Assistant Professor, Johns Hopkins University, Baltimore, USA
- Robert Mansel Gower (3/2015-3/2016), University of Edinburgh
thesis: Sketch and Project: Randomized Iterative Methods for Solving Linear Systems and Inverting Matrices
next position: Assistant Professor, Télécom Paris, Paris, France
- Dominik Csiba (9/2014-2017), University of Edinburgh
thesis: Data Sampling Strategies in Stochastic Algorithms for Empirical Risk Minimization
next position: Algorithms Lead, Wincent, Bratislava, Slovakia
- Jakub Konečný (8/2013-6/2017), University of Edinburgh
thesis: Stochastic, Distributed and Federated Optimization for Machine Learning
next position: Research Scientist, Google, London, United Kingdom
- Martin Takáč (9/2010-3/2014), University of Edinburgh
thesis: Randomized Coordinate Descent Methods
for Big Data Optimization
next position: Associate Professor, MBZUAI, Abu Dhabi, UAE
MS Students
- Igor Sokolov (8/2020-05/2022), KAUST
next position: PhD Student, KAUST
- Grigory Malinovsky (8/2020-12/2021), KAUST
next position: PhD Student, KAUST
- Egor Shulgin (1/2020-8/2021), KAUST
next position: PhD Student, KAUST
- Alyazeed Basyoni (8/2019-12/2020), KAUST
next position: Quantitative Researcher, IMC Trading, Chicago, USA
- Slavomír Hanzely (8/2019-12/2020), KAUST
next position: PhD Student, KAUST
- Elnur Gasanov (9/2018-12/2019), KAUST
next position: PhD Student, KAUST
- Dmitry Kovalev (9/2018-12/2019), KAUST
next position: PhD Student, KAUST
- Samuel Horváth (8/2017-12/2018), KAUST
next position: PhD Student, KAUST
- Alibek Sailanbayev (8/2017-12/2018), KAUST
next position: Senior Data Analyst, National Analytical Center, Kazakhstan
- Filip Hanzely (9/2016-7/2017), University of Edinburgh
next position: Research Assistant Professor, TTIC, Chicago, USA
- Theo Pavlakou (2015), University of Edinburgh
next position: Software Engineer, Google, Zurich, Switzerland
- George Papamakarios (2014), University of Edinburgh (project)
next position: Senior Research Scientist, DeepMind, London, United Kingdom
- Juraj Labant (2016), University of Edinburgh
next position: Team Leader, Department of Education, London, United Kingdom
- Jakob Kisiala (2015), University of Edinburgh (MS thesis)
next position: Model Risk Data Scientist, NatWest Group, Edinburgh, United Kingdom
- Md. Rajib Arefin (2015), University of Edinburgh
next position: Assistant Professor, Dept of Mathematics, University of Dhaka, Bangladesh
- Yijun Zheng (2015), University of Edinburgh
- Li Tao (2015), University of Edinburgh
- Tong Ma (2014), University of Edinburgh
- Rui Zhong (2014), University of Edinburgh
next position: Tencent, Beijing, China
- Yu Yu (2013), University of Edinburgh
- Tingting Tao (2013), University of Edinburgh
- Meimei Wang (2013), University of Edinburgh
next position: Citigold Associate, Citibank, China
- Meensuk Punlavee (2013), University of Edinburgh
- Alexander Banks-Watson (2012), University of Edinburgh
next position: Director, Coupa Software, Portland, USA
- Christos Delivorias (2012), University of Edinburgh
next position: Data and Technology Architect, abrdn, Edinburgh, United Kingdom
- Mihyun Jang (2012), University of Edinburgh
- Chao Yu (2011), University of Edinburgh
next position: Global Sourcing Manager, Amazon
- William Hulme (2011), University of Edinburgh
next position: PhD Student, HERC
- James
Boffin (2011), University of Edinburgh
next position: Data Scientist, Aviva, London, United Kingdom
- Marilena Karanika (2010), University of Edinburgh
next position: Head of Categorization, Experian, Edinburgh, United Kingdom
- Robie King (2010), University of Edinburgh
- Jinwen Lin (2010), University of Edinburgh
Research Interns
-
Wojciech Anyszka (6/2024-9/2024),
from University of Groningen
-
Dymitr Lubczyk (1/2024-5/2024),
from Amsterdam
-
Simone Maria Giancola (2/2024-5/2024),
from Bocconi University
-
Robin Yadav (1/2024-5/2024),
from University of British Columbia
-
Kirill Acharya (1/2024-4/2024),
from MIPT
-
Anh Duc Nguyen (12/2023-4/2024),
from National University of Singapore
-
Timur Kharisov (10/2023-3/2024),
from MIPT
-
Georg Meinhardt (10/2023-4/2024),
from University of Oxford
-
Ákos Záhorský (9/2023-2/2024),
from Eötvös Loránd University
-
Marta Pozzi (9/2023-1/2024),
from University of Pavia
- Andrei Panferov (7/2023-9/2023), from MIPT
- Ahmad Rammal (3/2023-9/2023), from École Polytechnique
- Babis Kostopoulos (6/2023-8/2023), from National Technical University of Athens
- Dinis Seward (1/2023-7/2023), from University of Oxford
- Wenzhi (Tom) Fang (8/2022-2/2023), from ShanghaiTech University
- Michał Grudzień (7/2022-10/2022), from University of Oxford
- Omar Shaikh Omar (7/2022-8/2022), from University of Washington
- Kaja Gruntkowska (6/2022-9/2022), from University of Warwick
- Arto Maranjyan (6/2022-1/2023), from Yerevan State University
- Abdurakhmon Sadiev (2/2022-7/2022), from MIPT
- Navish Kumar (IIT Kharagpur), 11/2021-2/2022
- Rafał Szlendak (University of Warwick), 7/2021-10/2021
- Muhammad Harun Ali Khan (Imperial College), 7/2021-11/2021
- Bokun Wang (University of California, Davis), 5/2020-8/2021
- Ilyas Fatkhullin (Technical University Munich), 3/2021-8/2021
- Rustem Islamov (Moscow Institute of Physics and Technology), 3/2021-8/2021
- Bokun Wang (University of California, Davis), 9/2020-3/2021
- Eduard Gorbunov (Moscow Institute of Physics and Technology), 9/2020-3/2021
- Wenlin Chen (University of Cambridge), 8/2020-9/2020
- Rustem Islamov (Moscow Institute of Physics and Technology), 6/2020-11/2020
- Othmane Sebbouh (Ecole Polytechnique), 5/2020-6/2020
- Ahmed Khaled (Cairo University), 4/2020-11/2020
- Eduard Gorbunov (Moscow Institute of Physics and Technology), 2/2020-3/2020
- Alexander Rogozin (Moscow Institute of Physics and Technology), 1/2020-2/2020
- Aleksandr Beznosikov (Moscow Institute of Physics and Technology), 1/2020-2/2020
- Grigory Malinovsky (Moscow Institute of Physics and Technology), 1/2020-2/2020
- Hoang H. Nguyen (Minerva Schools at KGI), 10/2019-12/2019
- Ahmed Khaled (Cairo University), 6/2019-9/2019
- Sélim Chraibi (Grenoble, Rhône-Alpes), 4/2019-9/2019
- Ľudovít Horváth (Comenius University), 2/2019-3/2019
- Igor Sokolov (Moscow Institute of Physics and Technology), 1/2019-2/2019
- Eduard Gorbunov (Moscow Institute of Physics and Technology), 1/2019-2/2019
- Vladislav Elsukov (Moscow Institute of Physics and Technology), 1/2019-2/2019
- Egor Shulgin (Moscow Institute of Physics and Technology), 1/2019-2/2019
- Sarah Sachs (Technical University Munich), 3/2018-8/2018
- Dmitry Kovalev (Moscow Institute of Physics and Technology), 1/2018-2/2018
- Elnur Gasanov (Moscow Institute of Physics and Technology), 1/2018-2/2018
- Eduard Gorbunov (Moscow Institute of Physics and Technology), 1/2018-2/2018
- Slavomír Hanzely (Comenius University), 1/2018-2/2018
- Aashutosh Tiwari (IIT Kanpur), 5/2017-7/2017
- Atal Sahu (IIT Kanpur), 5/2017-7/2017
- Miro Psota (Comenius University), 2016-2017
- Sean Ryan (Edinburgh Mathematics), 2015-2016
- Luca Bravi (University of Florence), 3/2015-6/2015
- Mojmír Mutný (University of Edinburgh), Summer 2015
- Debadri Mukherjee (University of Edinburgh), Summer 2014
- Mojmír Mutný (University of Edinburgh) Summer 2014
- Minnan Luo (Tsinghua University), 9/2012-2/2013
next position: Associate Professor, Xi'an Jiaotong University, China
- Iliana Peneva (University of Edinburgh), Summer 2012
- Bartosz Filipecki (University of Edinburgh), Summer 2011
- Edward Cumberlege (University of Edinburgh), Summer 2011
- Bartosz Filipecki (University of Edinburgh), Summer 2010
Visitors
- Eduard Gorbunov (MILA, Montréal), 3/2022-6/2022
- Sebastian Stich (EPFL), 11/2019
- Dmitriy Grishchenko (Grenoble), 11-12/2019
- Xiuxian Li (Nanyang Technological University), 9/2019
- Xavier Bresson (NTU Singapore), 4/2019
- Alexey Kroshnin (Moscow & Lyon), 4/2019
- Nicolas Loizou (Edinburgh), 4/2019-5/2019
- Dmitry Kamzolov (Moscow Institute of Physics and Technology), 1/2019-2/2019
- Robert Gower (Télécom ParisTech), 12/2018
- Sebastian Stich (EPFL), 10-11/2018
- Thomas Möllenhoff (Munich), 8/2018
- Nicolas Loizou (Edinburgh), 1/2018-3/2018
- Matthias Ehrhardt (University of Cambridge), 1/2018-2/2018
- Nicolas Loizou (Edinburgh), 10/2017-11/2017
- Robert Gower (Télécom ParisTech), 10/2017
- Nikita Doikov (HSE Moscow), 10/2017-11/2017
- Sebastian Stich (EPFL), 10/2017
- Martin Takáč (Lehigh), 5/2017
- Alibek Sailanbayev (Nazarbayev University), 4/2017
- Jakub Konečný (Edinburgh), 4/2017
- Filip Hanzely (Edinburgh), 4/2017-5/2017
- Dmitriy Grishchenko (HSE Moscow), 4/2017
- Konstantin Mishchenko (ENS/Paris Dauphine), 4/2017
- Nicolas Loizou (Edinburgh), 3/2017-5/2017
- Selin D. Ahipasaoglu (LSE / SUTD)
- Michel Baes (University of Zurich)
- El Houcine Bergou (INRA)
- Armin Eftekhari (The Alan Turing Institute)
- Matthias Ehrhardt (Cambridge)
- Radoslav Harman (Bratislava)
- Vu Khac Ky (Ecole Polytechnique)
- Ion Necoara (Bucharest)
- Yurii Nesterov (Louvain)
- Tie Ni (Liaoning Technical University)
- Jean-Christophe Pesquet (Paris-Est)
- Janez Povh (Slovenia)
- Nati Srebro (TTI Chicago)
- Sebastian Stich (Louvain)
- Tuomo Valkonen (Cambridge)
- László A.
Végh (LSE)