Andrii Semenov
Andrii Semenov
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Recent & Upcoming Talks
2026
UZH.ai x DSI Excellence Fellowship, Presentation
As a part of the selection process for the Fellowship, I gave a 15 minutes talk about my current and future research. With many interesting discussions afterwards.
May 29, 2026 12:20 PM — 1:00 PM
University of Zurich
2025
MLO Group Meeting, "Benchmarking Optimizers for LLM Pretraining (raw edition)"
30 minutes oral talk on modern optimizers and their efficacy in LLM training.
May 7, 2025 2:00 PM — 2:30 PM
EPFL
Slides
MLO Group Meeting, "Rank-one approximations of the Hessian"
30 minutes oral talk on Newton Method with rank-one approximations of the Hessian.
Feb 4, 2025 2:00 PM — 2:30 PM
EPFL
Slides
2024
MLO Group Meeting, "Defense against Feature Reconstruction attacks"
1 hour oral talk on the Defense against Feature Reconstruction attacks.
Oct 9, 2024 2:00 PM — 3:15 PM
EPFL
Slides
MIPT-Yandex Optimization seminar, "Model Reconstruction attacks"
1.5 hour oral talk on Model and Data Reconstruction attacks in Horizontal Federated Learning.
Mar 26, 2024 7:00 PM — 8:30 PM
Moscow Institute of Physics and Technology
Andrei Semenov
,
Alexander Pichugin
Video (rus)
MIPT-Yandex Optimization seminar, "Concept Bottleneck Models"
1.5 hour oral talk on Concept Bottleneck Models and Contrastive Learning in explainable AI.
Mar 12, 2024 7:00 PM — 8:30 PM
Moscow Institute of Physics and Technology
Video (rus)
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