Evgenii Egorov

4 papers · 2019–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) NeurIPS (2)

Top co-authors

Kirill Neklyudov (2) Anna Kuzina (1) Riccardo Valperga (1) Dmitry Vetrov (1) Dmitry P Vetrov (1) Evgeny Burnaev (1) Max Welling (1) Stratis Gavves (1)

Research topics

Machine Learning (4) Deep Learning (3) Optimization & Theory (3) Learning Types · Machine Learning (2) Models (2) Mathematics & Optimization (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization (1)

Keywords

continual learning (1) catastrophic forgetting (1) bayesian inference (1) markov chain monte carlo (1) markov chain (1) prior distribution (1) stationary distribution (1) metropolis-hastings algorithm (1) variational autoencoder (1) latent space (1) generative adversarial network (1) sampling method (1) density ratio (1) implicit model (1) total variation distance (1) detailed balance (1) reversible markov chain (1) involutive markov chain (1) reversible neural network (1) implicit metropolis-hasting (1)

Papers

Ai-sampler: Adversarial Learning of Markov kernels with involutive maps ICML 2024 BooVAE: Boosting Approach for Continual Learning of VAE NeurIPS 2021 Involutive MCMC: a Unifying Framework ICML 2020 The Implicit Metropolis-Hastings Algorithm NeurIPS 2019