Author

Gor Gharagyozyan

Observed name: G. A. Gharagyozyan

Institutions: Institute for Informatics and Automation Problems, National Academy of Sciences of Armenia

Observed institutions: National Polytechnic University of Armenia, Institute for Informatics and Automation Problems, National Academy of Sciences of Armenia

ORCID: 0000-0002-8694-3207

Observed ORCID: 0000-0002-8694-3207

OpenAlex ID: A5092016017

Information Theory Tools and Techniques to Overcome Machine Learning Challenges

2025 · Mariam Haroutunian, Gor Gharagyozyan · Mathematical Problems of Computer Science · 2

Improving Robust Image Classification Under Common Corruptions: A Pde-Regularized Variational Information Bottleneck Network

2026 · Gor Gharagyozyan, Mariam Haroutunian · 1

A PDE-Based Convolutional Neural Network with Variational Information Bottleneck: Experimental Evaluation and Generalization Analysis

2025 · Gor Gharagyozyan · Mathematical Problems of Computer Science · 1

Improving CNN Generalization with PDE Preprocessing and the Variational Information Bottleneck

2025 · Gor Gharagyozyan · Computer Science and Information Technologies (CSIT) · 1

Enhancing Image Recognition with Pre-Defined Convolutional Layers Based on PDEs

2023 · V. R. Sahakyan, V. G. Melkonyan, et al. · Programming and Computer Software · 1

Dataset and Backbone Independent Robust Image Classification with a Partial Differential Equation Based Convolutional Neural Network and Variational Information Bottleneck

2026 · Gor Gharagyozyan

Works count: 6

Citation count: 6

H-index: 1

I10-index: