Arman Bolatov
PhD in ML and Optimization
Abu Dhabi, Kazakhstan
Approved public profileClaimed by DSML member
Research focus
CISPAAbu Dhabi, Kazakhstan
Я занимаюсь оптимизацией, машинным (федеративным) обучением и теорией обучения. Открыт к коллаборациям!
Machine Learning
Optimization
Learning Theory
Federated Learning
Regional connection
DSML member
Studied in Kazakhstan
Collaborates with Kazakhstan institutions
Open to Central Asia collaborations
Education
BSc, Computer Science, Nazarbayev University (2019-2024)
MSc, Machine Learning, MBZUAI (2024-2026)
PhD, Optimization, CISPA (2026-...)
Publications
Approved public publications linked to this researcher profile.
- Open
LionMuon: Alternating Spectral and Sign Descent for Efficient Training
arXiv (Cornell University) - 2026 - OpenAlex00 citations - Open
Byzantine-Robust Optimization under $(L_0, L_1)$-Smoothness
arXiv (Cornell University) - 2026 - OpenAlex00 citations - Open
Where Does Warm-Up Come From? Adaptive Scheduling for Norm-Constrained Optimizers
ArXiv.org - 2026 - OpenAlex00 citations - Open
Deep Linear Discriminant Analysis Revisited
arXiv (Cornell University) - 2026 - OpenAlex00 citations - Open
Preconditioned Norms: A Unified Framework for Steepest Descent, Quasi-Newton and Adaptive Methods
ArXiv.org - 2025 - OpenAlex00 citations - Open
Optimizing dynamic pull-in threshold and periodic trajectories for magnetically actuated MEMS (magMEMS) in wearable sensors
Frontiers in Physics - 2025 - Crossref02 citations - Open
Convergence of the EM algorithm in KL distance for overspecified Gaussian mixtures
Statistical Papers - 2025 - Crossref01 citation - Open
Classifier Performance on Long‐Tail Distributions
Statistical Analysis and Data Mining: An ASA Data Science Journal - 2025 - Crossref00 citations - Open
Concordance-Based Assessment of Drug-Target Affinity Model Generalizability for Natural Products
2025 17th International Conference on Bioinformatics and Biomedical Technology (ICBBT) - 2025 - Crossref00 citations - Open
Gradient Descent Fails to Learn High-frequency Functions and Modular Arithmetic
arXiv (Cornell University) - 2023 - OpenAlex01 citation - Open
Simplex Deep Linear Discriminant Analysis
arXiv (Cornell University) - 2026 - OpenAlex00 citations - Open
Fourier Approximation of magMEMS Oscillations: Neural Network Space Handling
Micromachines - 2025 - Member submitted00 citations - Open
Overspecified Mixture Discriminant Analysis: Exponential Convergence, Statistical Guarantees, and Remote Sensing Applications
ArXiv.org - 2025 - Member submitted00 citations - Open
A Central Asian Food Dataset for Personalized Dietary Interventions
Nutrients - 2023 - Member submitted00 citations - Open
Application of Image Processing in Evaluation of Hydraulic Fracturing with Liquid Nitrogen: A Case Study of Coal Samples from Karaganda Basin
Applied Sciences - 2023 - Member submitted00 citations - Open
Intractability of Learning the Discrete Logarithm with Gradient-Based Methods
arXiv (Cornell University) - 2023 - Member submitted00 citations