Technical Note. Exploring Python 3.
Technical Note. Exploring the Python 3 Language from a Computing Perspective.
More | August 4, 2023 |
Update of Technical Note. From C++1998 to C++2020.
Update of technical note devoted to covering information regarding all primary C++ programming language standards: C++98/03/11/14/17/20.
More | July 8, 2023 |
Two papers have been accepted to FL-ICML-2023
Our two papers on Federated Learning have been accepted to FL-ICML-2023.
More | June 30, 2023 |
Error Feedback Shines when Features are Rare
The new paper Error Feedback Shines when Features are Rare has been released.
More | May 26, 2023 |
FL_PyTorch at SIAM Conference on Optimization (OP23)
“FL_PyTorch: Optimization Research Simulator for Federated Learning” at SIAM Conference on Optimization 2023.
More | May 2, 2023 |
Removing my old website by Google.
My old website with 151 notes was deleted on 10 Mar. 2023, 08:58 by a “Google” user.
More | March 13, 2023 |
FedNL. Making Newton-Type Methods Applicable to FL.
FedNL. Practical Implementation (Ongoing project) at VCC OPEN HOUSE 2023 event.
More | February 19, 2023 |
Federated Learning with Regularized Client Participation.
The new paper Federated Learning with Regularized Client Participation has been released.
More | February 8, 2023 |
About courses CS294V System Architecture and AMCS 343 Fast Solvers for Large Systems.
About Courses that I have audited during Fall, 2022: CS294V and AMCS 343.
More | December 19, 2022 |
Obtaining the Status of a Ph.D. candidacy.
Today on Monday 24 October 2022 I defended my CS Ph.D. Proposal and I have obtained the Status of a Ph.D. candidacy.
More | October 24, 2022 |
Second Place in KAUST Chess Tournament.
Second Place in KAUST Chess Tournament.
More | October 12, 2022 |
Personalized FL with Communication Compression.
The new paper Personalized Federated Learning with Communication Compression has been published.
More | September 13, 2022 |
Affiliation with the SDAIA-KAUST AI.
Formal affiliation with the SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence (SDAIA-KAUST AI).
More | September 2, 2022 |
Technical Note. From C++1998 to C++2020.
This technical note is devoted to covering information regarding all primary C++ programming language standards: C++03/98/11/14/17/20.
More | August 15, 2022 |
FL_PyTorch is publicly available on GitHub.
FL_PyTorch: Optimization Research Simulator for Federated Learning is publicly available on GitHub.
More | July 10, 2022 |
Research Scientist Intern (AI) offer, Facebook Inc.
Research Scientist Intern (AI) offer, Facebook Inc., USA, Menlo Park.
More | June 26, 2022 |
Federated Optimization Algorithms with Random Reshuffling and Gradient Compression.
The new paper Federated Optimization Algorithms with Random Reshuffling and Gradient Compression has been outed.
More | June 15, 2022 |
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling.
The new paper Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling has been outed.
More | June 7, 2022 |
FL_PyTorch at Rising Stars in AI Symposium 2022.
“FL_PyTorch: Optimization Research Simulator for Federated Learning” will be presented in Rising Stars in AI Symposium 2022.
More | March 8, 2022 |
Faster rates for compressed federated learning with client-variance reduction.
The new paper Faster rates for compressed federated learning with client-variance reduction has been outed.
More | February 8, 2022 |
About Performance Engineering course 6.172 at MIT.
About advanced course “6-172. Performance Engineering of Software Systems.” at MIT with summarizing useful materials from that course for anybody who wants to optimize binary code performance.
More | February 3, 2022 |
Courses at Stanford University relative to AI.
Systematized catalog of courses at Stanford relative to AI, Machine Learning, Optimization, Statistics, Control Theory, Computer Vision, and Natural Language Processing.
More | December 22, 2021 |
Courses at Stanford University not relative to AI.
Systematized catalog of courses at Stanford relative to creating various systems by leveraging science and engineering from various fields.
More | December 22, 2021 |
Fall 2021 Differential Privacy and Efficient DL classes at KAUST as CEMSE/CS Ph.D.
“Differential Privacy” and “Efficient Deep Learning” classes at KAUST.
More | December 14, 2021 |
FL_PyTorch paper has been accepted to DistributedML 2021.
«FL_PyTorch: Optimization Research Simulator for Federated Learning» has been accepted to DistributedML 2021.
More | November 23, 2021 |
The visited AI summer schools during summer 2021.
Several engaging summer schools that I have a chance to attend during the summer of 2021.
More | October 24, 2021 |
Second Semester at KAUST as CEMSE/CS Ph.D.
My second semester (Spring, 2021) at KAUST CEMSE/CS.
More | October 20, 2021 |
MARINA paper has been accepted to ICML 2021.
“MARINA: Faster Non-Convex Distributed Learning with Compression” has been accepted to ICML 2021.
More | October 20, 2021 |
Opt-Studio - interpreter, shell, plotter, compute in one box.
About final project at King Abdullah University of Science and Technology for the course CS 380 GPU and GPGPU Programming, 2020, Fall.
More | July 30, 2021 |
Poster. Faster Non-Convex Distributed Learning with Compression.
Poster for MARINA Paper presented at Poster session during Efficient Distributed Optimization workshop.
More | April 10, 2021 |
Faster Non-Convex Distributed Learning with Compression.
Post about the paper https://arxiv.org/abs/2102.07845.
More | February 18, 2021 |
OpenSource KD tree implementation.
Post about my Open-Source KD tree implementation.
More | January 14, 2021 |
My research area at KAUST in 90 seconds.
The topic of my research at King Abdullah University of Science and Technology in 90 seconds.
More | January 3, 2021 |
First Semester at KAUST as CEMSE/CS Ph.D.
About my first semester (Fall, 2020) at KAUST.
More | January 3, 2021 |
My story.
I have joined the KAUST Ph.D. Computer Science program at CEMSE and prof. Peter Richtarik Optimization and Machine Learning Lab.
More | September 26, 2020 |
About my old homepage.
I used another homepage from 2011 to 2020. The link to it is: https://sites.google.com/site/burlachenkok/.
More | September 25, 2020 |