Philip Zmushko

According to our database, Philip Zmushko authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Sign-SGD is the Golden Gate between Multi-Node to Single-Node Learning: Significant Boost via Parameter-Free Optimization.

Daniil Medyakov, Sergey Stanko, Gleb Molodtsov, Philip Zmushko, Grigoriy Evseev, Egor Petrov, Aleksandr Beznosikov

CoRR, June, 2025

Sign Operator for Coping with Heavy-Tailed Noise: High Probability Convergence Bounds with Extensions to Distributed Optimization and Comparison Oracle.

Nikita Kornilov, Philip Zmushko, Andrei Semenov, Alexander V. Gasnikov, Aleksandr Beznosikov

CoRR, February, 2025

2024

Label Privacy in Split Learning for Large Models with Parameter-Efficient Training.

Philip Zmushko, Marat Mansurov, Ruslan Svirschevski, Denis Kuznedelev, Max Ryabinin, Aleksandr Beznosikov

CoRR, 2024

Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning.

Andrei Semenov, Philip Zmushko, Alexander Pichugin, Aleksandr Beznosikov

CoRR, 2024

FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training.

Philip Zmushko, Aleksandr Beznosikov, Martin Takác, Samuel Horváth

CoRR, 2024