Search Results for author: Andrei Afonin

Found 5 papers, 1 papers with code

Sampling and Ranking for Digital Ink Generation on a tight computational budget

no code implementations2 Jun 2023 Andrei Afonin, Andrii Maksai, Aleksandr Timofeev, Claudiu Musat

We use and compare the effect of multiple sampling and ranking techniques, in the first ablation study of its kind in the digital ink domain.

Handwriting generation Spelling Correction

Can we learn gradients by Hamiltonian Neural Networks?

1 code implementation31 Oct 2021 Aleksandr Timofeev, Andrei Afonin, Yehao Liu

In this work, we propose a meta-learner based on ODE neural networks that learns gradients.

Inductive Bias

Towards Model Agnostic Federated Learning Using Knowledge Distillation

no code implementations ICLR 2022 Andrei Afonin, Sai Praneeth Karimireddy

Is it possible to design an universal API for federated learning using which an ad-hoc group of data-holders (agents) collaborate with each other and perform federated learning?

Federated Learning Knowledge Distillation

Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems?

no code implementations7 Apr 2021 Andrei Afonin, Michael Chertkov

We consider a power transmission system monitored with Phasor Measurement Units (PMUs) placed at significant, but not all, nodes of the system.

Fault localization

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