Mazur, Denis

4 publications

ICML 2025 Cache Me if You Must: Adaptive Key-Value Quantization for Large Language Models Alina Shutova, Vladimir Malinovskii, Vage Egiazarian, Denis Kuznedelev, Denis Mazur, Surkov Nikita, Ivan Ermakov, Dan Alistarh

NeurIPS 2024 PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression Vladimir Malinovskii, Denis Mazur, Ivan Ilin, Denis Kuznedelev, Konstantin Burlachenko, Kai Yi, Dan Alistarh, Peter Richtarik

NeurIPS 2021 Distributed Deep Learning in Open Collaborations Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitry Popov, Dmitry V. Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko

NeurIPS 2019 Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs Denis Mazur, Vage Egiazarian, Stanislav Morozov, Artem Babenko