doi.bio/yuri_burda

Yuri Burda

Yuri Burda is a researcher and associate professor in the Department of Pharmacology and Clinical Pharmacology at Belgorod State University. He also works at the Center of Cell Technologies Biruch, GC EFKO. Burda's research focuses on regenerative medicine, cellular therapy, cancer research, and clinical immunology.

Education

Yuri Burda has a PhD and MD and was previously associated with the University of Toronto, Department of Computer Science.

Publications

Yuri Burda has numerous publications in the fields of machine learning, generative models, and reinforcement learning. Some of his notable works include:

• Exploration by Random Network Distillation: This paper introduces an exploration bonus for deep reinforcement learning methods, making it easier to implement and adding minimal overhead to computation.
• Importance Weighted Autoencoders: The paper proposes a generative model with the same architecture as VAE but using a strictly tighter log-likelihood lower bound derived from importance weighting.
• Large-Scale Study of Curiosity-Driven Learning: The first large-scale study of purely curiosity-driven learning across 54 standard benchmark environments, including the Atari game suite, showing surprisingly good performance.
• Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments: This paper develops a simple gradient-based meta-learning algorithm suitable for adaptation in dynamically changing and adversarial scenarios.
• On the Quantitative Analysis of Decoder-Based Generative Models: The work proposes using Annealed Importance Sampling for evaluating log-likelihoods for decoder-based models and analyzes the performance of decoded models and the effectiveness of existing log-likelihood estimators.
• Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets: This paper discusses the generalization of over-parameterized neural networks beyond memorization of finite training datasets.
• Accurate and conservative estimates of MRF log-likelihood using reverse annealing: This work presents experimental results indicating that RAISE closely agrees with AIS log-probability estimates for RBMs, DBMs, and DBNs, often underestimating rather than overestimating the log-likelihood.

Youtube Videos

Youtube Title: [LIVE] Rasa Reading Group: Grokking: Generalisation beyond overfitting on small algorithmic datasets

Youtube Link: link

Youtube Channel Name: Rasa

Youtube Channel Link: https://www.youtube.com/@RasaHQ

![LIVE] Rasa Reading Group: Grokking: Generalisation beyond overfitting on small algorithmic datasets

Youtube Title: Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)

Youtube Link: link

Youtube Channel Name: Yannic Kilcher

Youtube Channel Link: https://www.youtube.com/@YannicKilcher

Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)

Youtube Title: Math 104 Lecture 1

Youtube Link: link

Youtube Channel Name: Yura Burda

Youtube Channel Link: https://www.youtube.com/@YuraBurda

Math 104 Lecture 1

Youtube Title: Yuri Şibravo - BİÇERDÖVER (Official Music Video)

Youtube Link: link

Youtube Channel Name: Yuri Şibravo

Youtube Channel Link: https://www.youtube.com/channel/UChvqMjsQcJOuJq-SgnNet-Q

Yuri Şibravo - BİÇERDÖVER (Official Music Video)

Youtube Title: 1985 Moscow Meridian gymnastics Burda Korolev

Youtube Link: link

Youtube Channel Name: MizMamie

Youtube Channel Link: https://www.youtube.com/@MizMamie

1985 Moscow Meridian gymnastics Burda Korolev

Youtube Title: Ljubov Burda, Class of 2001, International Gymnastics Hall of Fame

Youtube Link: link

Youtube Channel Name: International Gymnastics Hall of Fame

Youtube Channel Link: https://www.youtube.com/@theIghof

Ljubov Burda, Class of 2001, International Gymnastics Hall of Fame

Youtube Title: 갈무리 - 임유리 (버든색소폰) Burden Saxophone

Youtube Link: link

Youtube Channel Name: BURDEN SAXOPHONE

Youtube Channel Link: https://www.youtube.com/@burdensaxophone2324

갈무리 - 임유리 (버든색소폰) Burden Saxophone

Youtube Title: Red Alert | Yuri Montage

Youtube Link: link

Youtube Channel Name: Scorched Earth

Youtube Channel Link: https://www.youtube.com/@ScorchedEarthPH

Red Alert | Yuri Montage

Youtube Title: ¿Cómo aprendió a sumar ChatGPT?

Youtube Link: link

Youtube Channel Name: Ricardo Aguirre

Youtube Channel Link: https://www.youtube.com/@ricardoaguirremx

¿Cómo aprendió a sumar ChatGPT?

Youtube Title: Are You Gonna Stick Me With That Broken Piece Of Plate? (Animation)

Youtube Link: link

Youtube Channel Name: MARIMOMO MORIMO

Youtube Channel Link: https://www.youtube.com/@MARIMOMOMORIMO

Are You Gonna Stick Me With That Broken Piece Of Plate? (Animation)

Youtube Title: Daf Yomi Bava Basra Daf 19 by R’ Eli Stefansky

Youtube Link: link

Youtube Channel Name: Mercaz Daf Yomi by R' Eli of the 8 Minute Daf

Youtube Channel Link: https://www.youtube.com/@MercazDafYomi

Daf Yomi Bava Basra Daf 19 by R’ Eli Stefansky

Youtube Title: 1986 Goodwill Games Men's AA [1 of 4]

Youtube Link: link

Youtube Channel Name: capriet

Youtube Channel Link: https://www.youtube.com/@capriet

!1986 Goodwill Games Men's AA [1 of 4]

Youtube Title: Russian thugs mistook him for someone else and tried to stab him, not realizing he was a skilled…

Youtube Link: link

Youtube Channel Name: US Recap

Youtube Channel Link: https://www.youtube.com/@USRecap

Russian thugs mistook him for someone else and tried to stab him, not realizing he was a skilled...

Youtube Title: 1983 University Games gymnastics Yuri Korolev FX

Youtube Link: link

Youtube Channel Name: MizMamie

Youtube Channel Link: https://www.youtube.com/@MizMamie

1983 University Games gymnastics Yuri Korolev FX

Youtube Title: 1983 University Games gymnastics Yuri Korolev vault

Youtube Link: link

Youtube Channel Name: MizMamie

Youtube Channel Link: https://www.youtube.com/@MizMamie

1983 University Games gymnastics Yuri Korolev vault

Youtube Title: a-ah~ MÊME // Yaoi-Yuri Hard? 🏳‍🌈 \ Gacha LIFE || (voir desc.)

Youtube Link: link

Youtube Channel Name: R0xY•

Youtube Channel Link: https://www.youtube.com/@r0xy442

a-ah~ MÊME // Yaoi-Yuri Hard? 🏳‍🌈 \\ Gacha LIFE || (voir desc.)

Youtube Title: News for 14th March: What lurks in LLMs, Ableton 12, and Star Trek musical instruments

Youtube Link: link

Youtube Channel Name: Chris Chinchilla

Youtube Channel Link: https://www.youtube.com/@ChrisChinchillaWatch

News for 14th March: What lurks in LLMs, Ableton 12, and Star Trek musical instruments

Youtube Title: HBP Video Selfie Campaign - Yuri Katkov

Youtube Link: link

Youtube Channel Name: HumanBrainProject

Youtube Channel Link: https://www.youtube.com/@TheHumanBrainProject

HBP Video Selfie Campaign - Yuri Katkov