Dmitry Kovalev

发表

Preface – Symposium J: Phys. Status Solidi C 3/2011

Tom Gregorkiewicz, Jan Valenta, Dmitry Kovalev, 2011 .

Концептуальное моделирование предметных областей с интенсивным использованием данных (Conceptual modeling of subject domains in data intensive research)

Nikolay A. Skvortsov, Leonid A. Kalinichenko, Dmitry Kovalev, 2016, DAMDID/RCDL.

Подходы к повышению пертинентности информационного предложения в медиасервисах на основе обработки больших объемов данных (Approaches to Improve the Pertinence of Information in the Media Services on the Basis of BigData Processing)

Sergey A. Stupnikov, Victor N. Zakharov, Dmitry Kovalev, 2015, DAMDID/RCDL.

Программирование методов разрешения сущностей и слияния данных при реализации ETL в среде Hadoop (Programming of the Entity Resolution and Data Fusion Methods While Implementing ETL in the Hadoop Environment)

Leonid A. Kalinichenko, Dmitry Kovalev, Alexey Vovchenko, 2014, RCDL.

Fast Linear Convergence of Randomized BFGS pdf

Dmitry Kovalev, Robert M. Gower, Alexander Rogozin, 2020, ArXiv.

Don't Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop pdf

Peter Richtárik, Dmitry Kovalev, Samuel Horvath, 2019, ALT.

THE SOLUTION OF ENVIRONMENTAL MONITORING BASED ON THE INTEGRATION OF GIS TECHNOLOGY IN MANAGEMENT SYSTEM «SMART CITY»

Dmitry Kovalev, Ekaterina Kulik, 2019 .

Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems

Dmitry Kovalev, Peter Richtarik, Filip Hanzely, 2020, ICML.

Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates

Peter Richtárik, Dmitry Kovalev, Adil Salim, 2019, NeurIPS.

Data Mining Methods and Techniques for Fault Detection and Predictive Maintenance in Housing and Utility Infrastructure

Dmitry Kovalev, Victor Zakharov, Sergey Stupnikov, 2018, 2018 International Conference on Engineering Technologies and Computer Science (EnT).

Multi-dialect Workflows

Sergey A. Stupnikov, Leonid A. Kalinichenko, Dmitry Kovalev, 2014, ADBIS.

Stochastic Newton and Cubic Newton Methods with Simple Local Linear-Quadratic Rates pdf

Dmitry Kovalev, Konstantin Mishchenko, Peter Richt'arik, 2019, ArXiv.

Methods and Tools for Hypothesis-Driven Research Support: a Survey

Leonid A. Kalinichenko, Dmitry Kovalev, Dana Kovaleva, 2015 .

Организация больших объемов данных в рекомендательных системах поддержки жизнеобеспечения, входящих в состав глобальных платформ электронной коммерции (Organization of Big Data in the Global E-commerce Platforms)

Sergey A. Stupnikov, Victor N. Zakharov, Dmitry Kovalev, 2015, DAMDID/RCDL.

From Local SGD to Local Fixed Point Methods for Federated Learning pdf

Laurent Condat, Dmitry Kovalev, Peter Richtarik, 2020, ICML.

RSN: Randomized Subspace Newton

Dmitry Kovalev, Robert M. Gower, Peter Richt'arik, 2019, NeurIPS.

Оценка качества научных гипотез в виртуальных экспериментах в областях с интенсивным использованием данных (Estimation of Scientific Hypotheses Quality in Virtual Experiments in Data Intensive Domains)

Dmitry Kovalev, Evgeny Tarasov, D. Kovalev, 2017, DAMDID/RCDL.

Revisiting Stochastic Extragradient

Peter Richtárik, Dmitry Kovalev, Yura Malitsky, 2019, AISTATS.

Введение в анализ методов и средств поддержки научных экспериментов, движимых гипотезами (Introduction into Analysis of Methods and Tools for Hypothesis-Driven Scientific Experiment Support)

Dana Kovaleva, Leonid A. Kalinichenko, Oleg Malkov, 2014, RCDL.

Rule-Based Multi-dialect Infrastructure for Conceptual Problem Solving over Heterogeneous Distributed Information Resources

Sergey A. Stupnikov, Leonid A. Kalinichenko, Dmitry Kovalev, 2013, ADBIS.

Organization of Virtual Experiments in Data-Intensive Domains: Hypotheses and Workflow Specification

Sergey A. Stupnikov, Leonid A. Kalinichenko, Dmitry Kovalev, 2017, DAMDID/RCDL.

Stochastic Spectral and Conjugate Descent Methods

Peter Richtárik, Dmitry Kovalev, Eduard A. Gorbunov, 2018, NeurIPS.

Search for Gender Difference in Functional Connectivity of Resting State fMRI

Dmitry Kovalev, Sergey Priimenko, Natalya Ponomareva, 2017, DAMDID/RCDL.

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization pdf

Zhize Li, Xun Qian, Dmitry Kovalev, 2020, ICML.

Метаданные о научных методах для обеспечения их повторного использования и воспроизводимости результатов (Scientific Methods Metadata for Provision of the Methods Reuse and Result Reproducibility)

Nikolay A. Skvortsov, Sergey A. Stupnikov, Leonid A. Kalinichenko, 2013, RCDL.

Ant Algorithm Modification for Multi-Version Software Building

Dmitry Kovalev, Igor Kovalev, Pavel Zelenkov, 2015, ICSI.

Distributed Fixed Point Methods with Compressed Iterates pdf

Dmitry Kovalev, Adil Salim, Martin Tak'avc, 2019, ArXiv.

Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization

Dmitry Kovalev, Adil Salim, Peter Richt'arik, 2020, NeurIPS.

Декларативная аналитика в мультидиалектной среде (Declarative Analytics in Multidialect Infrastructure)

Dmitry Kovalev, D. Kovalev, 2013, RCDL.

Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization

Dmitry Kovalev, Adil Salim, Peter Richt'arik, 2020, NeurIPS.

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization pdf

Xun Qian, Dmitry Kovalev, Peter Richt'arik, 2020, ICML.