Alexander Shmakov

PhD student, University of California, Irvine

Joined

November 2018

Names

Alexander Shmakov (Preferred)

Alexander K Shmakov

Emails

****@uci.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

University of California, Irvine (uci.edu)

2020 – Present

Undergrad student

University of California, Irvine (uci.edu)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Bayesian Online Non-Stationary Detection for Robust Reinforcement Learning
Alexander Shmakov, Pankaj Rajak, Yuhao Feng, Wojciech Kowalinski, Fei Wang
- NeurIPS 2024 Workshop IMOL Poster
- Readers: Everyone
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks
Michael James Fenton, Alexander Shmakov, Daniel Whiteson, Shih-Chieh Hsu, Pierre Baldi, Ta-Wei Ho
- 16 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention
Michael James Fenton, Alexander Shmakov, Daniel Whiteson, Ta-Wei Ho, Shih-Chieh Hsu, Pierre Baldi
- 16 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
Mohammadamin Tavakoli, Pierre Baldi, Ann Marie Carlton, Yinting Chiu, Alexander Shmakov, David Van Vranken
- NeurIPS 2023 poster
- Readers: Everyone
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
- NeurIPS 2023 poster
- Readers: Everyone
Measuring Robustness with Black-Box Adversarial Attack using Reinforcement Learning
Soumyendu Sarkar, Sajad Mousavi, Ashwin Ramesh Babu, Vineet Gundecha, Sahand Ghorbanpour, Alexander K Shmakov
- Published: 05 Dec 2022, Last Modified: 05 May 2023
- MLSW2022
- Readers: Everyone
High Dimensional Bayesian Optimization with Reinforced Transformer Deep Kernels
Alexander K Shmakov, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Soumyendu Sarkar
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Alexander Shmakov

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Bayesian Online Non-Stationary Detection for Robust Reinforcement Learning

Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning

End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics

Measuring Robustness with Black-Box Adversarial Attack using Reinforcement Learning

High Dimensional Bayesian Optimization with Reinforced Transformer Deep Kernels

Co-Authors