Mathematics of Artificial Intelligence

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SEMINARS

Mathematics of Artificial Intelligence
Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p.1, Moscow

RSS: Forthcoming seminars

Organizers
Burnaev Evgenii Vladimirovich
Gasnikov Alexander Vladimirovich
Hildebrand Roland F

Organizations
Skolkovo Institute of Science and Technology

Mathematics of Artificial Intelligence, Moscow

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
Slow transients and bifurcation of attractors A. N. Gorban' May 31, 2024 17:00 Moscow, Skoltech Applied AI Center, room B4-3006.
Hierarchical Universe of data and Braverman Compactness A. N. Gorban' May 24, 2024 17:00 Moscow, Skoltech Applied AI Center, room B4-3006.
Topological Grammars and dimensionality reduction A. N. Gorban' May 22, 2024 17:00 Moscow, Skoltech Applied AI Center, room B4-3006.
The feasibility and inevitability of stealth attacks Ivan Tyukin May 20, 2024 17:00 Moscow, Skoltech Applied AI Center, room B4-3006.
Data dimensionality and Stochastic separation theorems A. N. Gorban' May 17, 2024 17:00 Moscow, Skoltech Applied AI Center, room B4-3006.
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.
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.
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
Stochastic Optimization Methods for Variational Inequalities A. N. Beznosikov February 16, 2024 17:00 Moscow, Skoltech Applied AI Center, room E-B4-3006
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
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
Neural Network Methods for Optimal Transport in Unpaired Learning Alexander Korotin November 3, 2023 17:00 Moscow, Skoltech Applied AI Center, room В2-3007
Спектральный анализ обучения нейронных сетей D. A. Yarotskii October 7, 2023 17:00 Moscow, Skoltech Applied AI Center, room R2-2027

© Steklov Math. Inst. of RAS, 2024