dmivilensky Goto Github PK
Name: Dmitry Vilensky-Pasechnyuk
Type: User
Company: MBZUAI, MIPT
Location: Grenoble, France
Blog: http://dmivilensky.ru
Name: Dmitry Vilensky-Pasechnyuk
Type: User
Company: MBZUAI, MIPT
Location: Grenoble, France
Blog: http://dmivilensky.ru
The implementation of Coordinate Descent Method Accelerated by Universal Metaalgorithm with efficient amortised complexity of iteration & Experiments with sparse SoftMax function, where the proposed method is better than FGM
We introduce the new concept of (α,L,δ)-relative smoothness (see https://arxiv.org/pdf/2107.05765.pdf) which covers both the concept of relative smoothness and relative Lipschitz continuity. For the corresponding class of problems, we propose some adaptive and universal methods which have optimal estimates of the convergence rate.
Numerical solution of Painlevé III D7 equation and calculation of canonical barriers according to arXiv:1806.06588
Let’s train various models to embed Cayley graphs to hyperbolic plane and then study, how much can we say about groups from these embeddings. At the same time, let’s study models generalization ability, by changing their hyperparameters.
HighLight – platform for teamworking on translations of medical documents
Sampling from π_n(S^2). Application of optimization and machine learning methods to problems of algebraic topology
Experiments on stochastic optimization for digital pre-distortion of the signal
We consider a problem of minimizing a sum of two functions and propose a generic algorithmic framework (SAE) to separate oracle complexities for each function. We compare the performance of splitting accelerated enveloped accelerated variance reduced method with a different sliding technique.
This module provides the extension for PyTorch toolkit, containing imlplementations of some alternating optimization methods acting as envelopes for arbitrary optimizers applied to the problem considered.
This repo is a part of a typological study of caritive — a cluster of meanings describing the absence of an object at the disposal of some participant of the situation. We study the statistical properties of expert measurements of caritive indicators to find a dependencies between them
Optimal Transport and Optimization related experiments.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.