Munkhoeva, Marina

6 publications

ICLR 2025 Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax Ivan Butakov, Alexander Semenenko, Alexander Tolmachev, Andrey Gladkov, Marina Munkhoeva, Alexey Frolov

NeurIPS 2023 Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning Marina Munkhoeva, Ivan Oseledets

ICMLW 2023 Unsupervised Embedding Quality Evaluation Anton Tsitsulin, Marina Munkhoeva, Bryan Perozzi

AAAI 2022 CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks Mikhail Pautov, Nurislam Tursynbek, Marina Munkhoeva, Nikita Muravev, Aleksandr Petiushko, Ivan V. Oseledets

ICLR 2020 The Shape of Data: Intrinsic Distance for Data Distributions Anton Tsitsulin, Marina Munkhoeva, Davide Mottin, Panagiotis Karras, Alex Bronstein, Ivan Oseledets, Emmanuel Müller

NeurIPS 2018 Quadrature-Based Features for Kernel Approximation Marina Munkhoeva, Yermek Kapushev, Evgeny Burnaev, Ivan Oseledets