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Talks

Slides

All-Russian Optimization Seminar
"Stochastic Methods for Saddle Point Problems and Variational Inequalities"

1,5 hour oral talk
Moscow, Russia
14 April 2023

Slides

International conference on advances in machine learning "Data Fusion"
"Optimization in Federated Learning"

15 min oral talk
Moscow, Russia
14 April 2023

Slides

International conference on the occasion of Boris Mirkin's 80th birthday
"SARAH-based Variance-reduced Algorithm for Stochastic
Finite-sum Cocoercive Variational Inequalities"

15 min oral talk
Moscow, Russia
31 January 2023

Slides 1 Slides 2
Slides 3 Slides 4

NeurIPS 2022, main conference
4 accepted papers

4 posters
New Orlean, USA (online)
10 December 2022

Slides

Fall into ML
"Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees"

15 min oral talk
Moscow, Russia
3 November 2022

Slides

Maths of Big Data
"Distributed Optimization"

2 hours invited oral talk
Moscow, Russia
2 November 2022

Slides

OPTIMA 2021
"Compression and Data Similarity: Combination of Two Techniques for Communication-Efficient Solving of Distributed Variational Inequalities"

15 min oral talk
Petrovac, Montenegro (online)
26 September 2022

Slides

All-Russian Optimization Seminar
"Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees"

1,5 hour oral talk
Moscow, Russia
23 September 2022

Poster

NeurIPS 2021, workshop on Optimization for Machine Learning
"Random-reshuffled SARAH does not need full gradient computations"

poster
online
11 December 2021

Slides

NeurIPS 2021, main conference
"Distributed Saddle-Point Problems Under Similarity"

poster
online
8 December 2021

Martin Takac's class
"Derivative-Free Methods"

2 hour oral talk
Abu Dhabi, UAI
20-21 November 2021

Slides

OPTIMA 2021
"Near-Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks"

20 min oral talk
Petrovac, Montenegro (online)
27 September 2021

Slides

All-Russian Optimization Seminar
"Derivative-Free Method For Decentralized Distributed Non-Smooth Optimization"

45 min oral talk
Moscow, Russia (online)
30 June 2021

Slides

Control, Information and Optimization Summer School (OZON)
"On Saddle-Point Problems and Variational Inequalities"

1,5 hour lecture
Moscow, Russia
11 June 2021

Slides

MOCCA 2020
"On Distributed Saddle-Point Problems"

30 min oral talk
Moscow, Russia (online)
2 June 2021

MADE: Big Data Academy Mail.Ru group
"Saddle-Point Problems and Variational Inequalities: Theory and Practice"

3 hour lecture
Moscow, Russia
13 April 2021

Poster

Communication Efficient Distributed Optimization Workshop
"Distributed Saddle-Point Problems: Lower Bounds, Optimal Algorithms and Federated GANs"

Poster session
Online
9 April 2021

Slides

MOTOR 2020
"Gradient-Free Methods for Saddle-Point Problem"

15 min oral talk
Novosibirsk, Russia (online)
15 July 2020

Slides

IFAC 2020
"Derivative-Free Method For Decentralized Distributed Non-Smooth Optimization"

video talk and poster
Berlin, Germany (online)
12 July, 2020

Slides

QIPA 2019
"A Derivative Free Method for Distributed Optimization"

15 min oral talk
Moscow, Russia
2 December, 2019

Slides

The 62th MIPT Conference (winner)
"Безградиентый вариант слайдинга для задач распределённой оптимизации"

15 min oral talk
Moscow, Russia
23 November, 2019

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