Talks

[1]

Subspace of Maximum Curvature for Loss Landscape Stabilization

Nikita Kiselev, Andrey Grabovoy
16th International Conference on Intelligent Data Processing: Theory and Applications September 28, 2026
Slides
[2]

Adaptive Selection of the Gaussian Sampling Scale for Monte Carlo Estimation of Loss-Landscape Convergence

Arnold Enikeev, Nikita Kiselev, Andrey Grabovoy
Ivannikov Memorial Workshop May 29, 2026
Slides
[3]

A mean-square criterion for loss-landscape convergence based on the leading eigenspace of the Hessian

Nikita Kiselev, Andrey Grabovoy
68th MIPT All-Russian Scientific Conference April 4, 2026
SlidesVideo
[4]

Robust Convergence of Loss Landscapes through Distributional Averaging

Nikita Kiselev, Vladislav Meshkov, Andrey Grabovoy
Ivannikov ISP RAS Open Conference December 10, 2025
SlidesVideo
[5]

Kandinsky: image and video diffusion models fine-tuning for personalization

Nikita Kiselev
Salute, Giga! December 10, 2025
SlidesVideo
[6]

Kandinsky: launching and fine-tuning image and video generation models

Nikita Kiselev
AI Journey November 20, 2025
SlidesVideo
[7]

Sufficient sample size and its connection to the loss landscape convergence

Nikita Kiselev, Vladislav Meshkov, Andrey Grabovoy
22nd All-Russian Conference with International Participation “Mathematical Methods of Pattern Recognition” September 25, 2025
Slides
[8]

Decoding visual stimuli from multimodal brain signals

Daniil Dorin, Nikita Kiselev, Andrey Grabovoy
22nd All-Russian Conference with International Participation “Mathematical Methods of Pattern Recognition” September 25, 2025
Slides
[9]

Loss landscape convergence as an indicator of sufficient sample size

Nikita Kiselev, Andrey Grabovoy
67th MIPT All-Russian Scientific Conference April 5, 2025
SlidesVideo
[10]

Hessian-based convergence analysis of convolutional network loss landscapes

Vladislav Meshkov, Nikita Kiselev, Andrey Grabovoy
Ivannikov ISP RAS Open Conference December 12, 2024
Slides
[11]

Determining a sufficient sample size from the posterior distribution of model parameters

Nikita Kiselev, Andrey Grabovoy
66th MIPT All-Russian Scientific Conference April 6, 2024
SlidesVideo
[12]

Spatial-temporal methods for time series analysis

Daniil Dorin, Nikita Kiselev, Andrey Grabovoy
66th MIPT All-Russian Scientific Conference April 6, 2024
SlidesVideo