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E.I. Ershov

Moscow Insitute of Physics and Technology, Dolgoprudny, Russia, Artificial Intelligence Research Institute, Moscow, Russia

Papers on Lattice

1

Total citations

0

Topics

3

h-index

1

Research focus

Constitutional AI & AI Ethics (1)Interpretability & Mechanistic Interp (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Aleksei Khalin (1)E. Zaychenkova (1)Aleksandr Yugay (1)Andrey Goncharov (1)Sergey Korchagin (1)Alexey Zaytsev (1)

Papers (1)

Apr 2, 2026

Apr 2, 2026·also Applied AI Institute, Artificial Intelligence Research Institute, Moscow Insitute of Physics and Technology, Sber +1

Enhancing the Reliability of Medical AI through Expert-guided Uncertainty Modeling

Expert disagreement, often seen as a problem, becomes a powerful signal for training more reliable and risk-aware medical AI.

Aleksei Khalin, E. Zaychenkova, Aleksandr Yugay +4

Constitutional AI & AI Ethics Interpretability & Mechanistic Interp Red-Teaming & Adversarial Robustness