Denis Mazur

According to our database, Denis Mazur authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

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 Richtárik

CoRR, 2024

TQCompressor: improving tensor decomposition methods in neural networks via permutations.

Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Ivan V. Oseledets, Sergey Dolgov, Reuben Brasher, Michael Perelshtein

CoRR, 2024

TQCompressor: Improving Tensor Decomposition Methods in Neural Networks Via Permutations.

Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Sergey Dolgov, Reuben Brasher, Michael Perelshtein

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

2023

Fast Inference of Mixture-of-Experts Language Models with Offloading.

Artyom Eliseev, Denis Mazur

CoRR, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Beyond Vector Spaces: Compact Data Representationas Differentiable Weighted Graphs.

Denis Mazur, Vage Egiazarian, Stanislav Morozov, Artem Babenko

CoRR, 2019

Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs.

Denis Mazur, Vage Egiazarian, Stanislav Morozov, Artem Babenko

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019