Publications

Andrei Semenov, Philip Zmushko, Alexander Pichugin, Aleksandr Beznosikov (2024). Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning.

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Nikita Yudin, Roland Hildebrand, Sergey Bakhurin, Alexander Degtyarev, Anna Lisachenko, Ilya Kuruzov, Andrei Semenov, Mohammad Alkousa (2024). Mixed Newton Method for Optimization in Complex Spaces.

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Savelii Chezhegov, Yaroslav Klyukin, Andrei Semenov, Aleksandr Beznosikov, Alexander Gasnikov, Samuel Horváth, Martin Takáč, Eduard Gorbunov (2024). Gradient Clipping Improves AdaGrad when the Noise Is Heavy-Tailed.

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Andrei Semenov, Vladimir Ivanov, Aleksandr Beznosikov, Alexander Gasnikov (2024). Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning.

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Aleksandr Beznosikov, Darina Dvinskikh, Andrei Semenov, Alexander Gasnikov (2023). Bregman Proximal Method for Efficient Communications under Similarity.

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