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ORCIDAleksei Sholokhov
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Journal Articles
- 2024
[j3]Aleksei Sholokhov, James V. Burke, Damian F. Santomauro, Peng Zheng, Aleksandr Y. Aravkin
:
A Relaxation Approach to Feature Selection for Linear Mixed Effects Models. J. Comput. Graph. Stat. 33(1): 261-275 (2024)- [j2]Aleksei Sholokhov, Saleh Nabi, Joshua Rapp, Steven L. Brunton, J. Nathan Kutz, Petros T. Boufounos, Hassan Mansour:
Single-Pixel Imaging of Spatio-Temporal Flows Using Differentiable Latent Dynamics. IEEE Trans. Computational Imaging 10: 1124-1138 (2024) - 2023
- [j1]Aleksei Sholokhov, Peng Zheng, Aleksandr Y. Aravkin:
pysr3: A Python Package for Sparse Relaxed Regularized Regression. J. Open Source Softw. 8(86): 5155 (2023)
Conference and Workshop Papers
- 2024
- [c1]Aleksei Sholokhov, Joshua Rapp, Saleh Nabi, Steven L. Brunton, J. Nathan Kutz, Hassan Mansour:
Single-Pixel Imaging Of Dynamic Flows Using Neural Ode Regularization. ICASSP 2024: 2530-2534
Informal and Other Publications
- 2022
- [i3]Yuying Liu, Aleksei Sholokhov, Hassan Mansour, Saleh Nabi:
Physics-Informed Koopman Network. CoRR abs/2211.09419 (2022) - 2018
- [i2]Mariia Seleznova, Anton Belyy, Aleksei Sholokhov:
Towards Large-Scale Exploratory Search over Heterogeneous Sources. CoRR abs/1811.07042 (2018) - [i1]Anton Belyy, Aleksei Sholokhov:
MEMOIR: Multi-class Extreme Classification with Inexact Margin. CoRR abs/1811.09863 (2018)
Coauthor Index
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