Eduard Gorbunov
@ed_gorbunov
I like to prove theorems, play football, do wakesurf, and go to gym :) Research scientist at MBZUAI. Currently doing optimization.
Looking for postdocs to join my Optimization & Machine Learning Lab @ KAUST! Write to me by the end of November 2025 if you want to apply. richtarik.org richtarik.org/i_papers.html richtarik.org/i_team.html richtarik.org/i_join.html
Ready to turn your research into global impact? Join the KAUST Global Fellowship Program and help shape the future of science and innovation, advance your independent research career, and tackle global challenges at a world-class university.
🚀 Join @MBZUAI (Abu Dhabi) to advance efficient & distributed ML! 🔹 Postdoctoral Associate — apply.interfolio.com/170202 🔹 Visiting Student — apply.interfolio.com/170203 Apply now and help shape the future of #MachineLearning. #AI #Postdoc #PhD #Careers
I’m pleased to share that, starting August 1, I will be joining MBZUAI (@mbzuai) as an Assistant Professor in the Department of Statistics and Data Science. My research focuses on optimization for machine learning, with an emphasis on stochastic methods, federated learning,…
📢: The 124th FLOW talk is on Wednesday (April 9) at **1 pm UTC.** Please register for our mailing list: bit.ly/3WVplLU. FLOW Calendar: bit.ly/3E9iIT4.
Can we achieve both strong optimization guarantees and rigorous privacy protection at the same time? Absolutely! In our latest paper, we introduce Clip21-SGD2M, a powerful new method that effectively tackles both stochastic and DP noises.
Excited to invite you to my Spotlight poster at #NeurIPS2024! My co-author Artem Agafonov will talk about “Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms, and Quasi-Newton Approximations”. 📌 West Ballroom…
Congratulations to my PhD student Kaja Gruntkowska for winning the 2024 Al-Kindi Research Award!
I am not attending @NeurIPSConf this year but many of my students are! Do reach out to Omar Shaikh Omar, Hanmin Li, Kai Yi (@williamyi96), Abdurakhmon Sadiev (@A_Sadiev), Kaja Gruntkowska, Egor Shulgin (@egor_shulg), Artavazd Maranjyan and Marta Pozzi! Here are our papers:…
(1/4) Excited to share our NeurIPS 2024 paper: Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad 🚀 🤝work with @dr_nazya @NicLoizou @sam_hrvth @TakacMartin @ed_gorbunov 📍Poster: West Ballroom A-D #6103 📅 Wed 11 Dec 11 a.m.- 2 p.m. PST
I am hiring Ph.D. and/or M.Sc. students to work at the intersection of game theory, optimization, and Machine Learning in Fall 2025. If you are interested in working in my group, apply via mila.quebec/en/prospective… More details on the topics in the 🧵👇 1/n
Mila's annual supervision request process opens on October 15 to receive MSc and PhD applications for Fall 2025 admission! Join our community! More information here mila.quebec/en/prospective…
New paper alert: Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation arxiv.org/abs/2410.08305 #LLM #LLMs #PEFT #LoRA LoRA is the arguably the most successful method for parameter-efficient fine-tuning (PEFT) of large language…
@ed_gorbunov is giving an ICML oral talk right now: