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

Organizers
Burnaev Evgenii Vladimirovich
Gasnikov Alexander Vladimirovich
Hildebrand Roland F

Institutions
Skolkovo Institute of Science and Technology


Mathematics of Artificial Intelligence, Moscow

July 16, 2024 (Tue)
1. 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

May 31, 2024 (Fri)
2. Slow transients and bifurcation of attractors
A. N. Gorban'
May 31, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.
A. N. Gorban'

May 24, 2024 (Fri)
3. Hierarchical Universe of data and Braverman Compactness
A. N. Gorban'
May 24, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.

May 22, 2024 (Wed)
4. Topological Grammars and dimensionality reduction
A. N. Gorban'
May 22, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.

May 20, 2024 (Mon)
5. The feasibility and inevitability of stealth attacks
Ivan Tyukin
May 20, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.

May 17, 2024 (Fri)
6. Data dimensionality and Stochastic separation theorems
A. N. Gorban'
May 17, 2024 17:00, Moscow, Skoltech Applied AI Center, room B4-3006.

May 14, 2024 (Tue)
7. 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.

May 13, 2024 (Mon)
8. 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.

April 12, 2024 (Fri)
9. 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
A. I. Osinskii
  

February 16, 2024 (Fri)
10. Stochastic Optimization Methods for Variational Inequalities
A. N. Beznosikov
February 16, 2024 17:00, Moscow, Skoltech Applied AI Center, room E-B4-3006
A. N. Beznosikov
  

December 1, 2023 (Fri)
11. 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

November 3, 2023 (Fri)
12. 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
Alexander Gasnikov
  
13. Neural Network Methods for Optimal Transport in Unpaired Learning
Alexander Korotin
November 3, 2023 17:00, Moscow, Skoltech Applied AI Center, room В2-3007
Alexander Korotin
  

October 7, 2023 (Sat)
14. 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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