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Mathematics of Artificial Intelligence (Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1, Moscow)
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| Mathematics of Artificial Intelligence, Moscow |
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November 25, 2025 (Tue) |
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| 1. |
Computational optimal transport and generative
modeling for image-to-image translation D. Selikhanovich November 25, 2025 17:00, Moscow, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1
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September 22, 2025 (Mon) |
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| 2. |
Topology and Geometry for Trustworthy Machine Learning S. A. Barannikov September 22, 2025 17:00, Moscow, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1
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July 16, 2024 (Tue) |
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| 3. |
Principled change point detection via representation learning for data of different modalities E. Romanenkova July 16, 2024 17:00, Moscow, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1
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May 31, 2024 (Fri) |
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| 4. |
Slow transients and bifurcation of attractors A. N. Gorban' May 31, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 24, 2024 (Fri) |
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Hierarchical Universe of data and Braverman Compactness A. N. Gorban' May 24, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 22, 2024 (Wed) |
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Topological Grammars and dimensionality reduction A. N. Gorban' May 22, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 20, 2024 (Mon) |
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| 7. |
The feasibility and inevitability of stealth attacks Ivan Tyukin May 20, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 17, 2024 (Fri) |
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Data dimensionality and Stochastic separation theorems A. N. Gorban' May 17, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 14, 2024 (Tue) |
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The anatomy of adversarial attacks in high dimensional models and how adversarial attacks can disrupt seemingly stable accurate classifiers Ivan Tyukin May 14, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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May 13, 2024 (Mon) |
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| 10. |
The accuracy-stability paradox and the boundaries of verifiable accuracy, robustness, and generalisation in deep learning Ivan Tyukin May 13, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
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April 12, 2024 (Fri) |
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| 11. |
Searching for Strongly Non-Degenerate Submatrices and Their Connection to Column and Cross Approximations A. I. Osinskii April 12, 2024 16:00, Moscow, Skoltech Applied AI Center, roomE-R2-2011
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February 16, 2024 (Fri) |
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| 12. |
Stochastic Optimization Methods for Variational Inequalities A. N. Beznosikov February 16, 2024 17:00, Moscow, Skoltech Applied AI Center, room E-B4-3006
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December 1, 2023 (Fri) |
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Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance Nikita Kornilov December 1, 2023 17:00, Moscow, Moscow, Skoltech Applied AI Center, room R2-2023
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November 3, 2023 (Fri) |
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| 14. |
Bregman's Method for Effective Communication in the Presence of Similarity Alexander Gasnikov November 3, 2023 17:00, Moscow, Skoltech Applied AI Center, room В2-3007
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| 15. |
Neural Network Methods for Optimal Transport in Unpaired Learning Alexander Korotin November 3, 2023 17:00, Moscow, Skoltech Applied AI Center, room В2-3007
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October 7, 2023 (Sat) |
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| 16. |
Спектральный анализ обучения нейронных сетей D. A. Yarotskii October 7, 2023 17:00, Moscow, Skoltech Applied AI Center, room R2-2027
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