Sergey Troshin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Probabilistic Model

Top Venues

BlackboxNLP@EMNLP

Publications

Sergey Troshin, Vlad Niculae, Antske Fokkens
ARM: Efficient Guided Decoding with Autoregressive Reward Models. CoRR (2024)
Evgeny Bobrov, Dmitry Kropotov, Sergey Troshin, Danila Zaev
Study on precoding optimization algorithms in massive MIMO system with multi-antenna users. Optim. Methods Softw. 39 (2) (2024)
Loubna Ben Allal, Raymond Li, Denis Kocetkov, Chenghao Mou, Christopher Akiki, Carlos Muñoz Ferrandis, Niklas Muennighoff, Mayank Mishra, Alex Gu, Manan Dey, Logesh Kumar Umapathi, Carolyn Jane Anderson, Yangtian Zi, Joel Lamy-Poirier, Hailey Schoelkopf, Sergey Troshin, Dmitry Abulkhanov, Manuel Romero, Michael Lappert, Francesco De Toni, Bernardo García del Río, Qian Liu, Shamik Bose, Urvashi Bhattacharyya, Terry Yue Zhuo, Ian Yu, Paulo Villegas, Marco Zocca, Sourab Mangrulkar, David Lansky, Huu Nguyen, Danish Contractor, Luis Villa, Jia Li, Dzmitry Bahdanau, Yacine Jernite, Sean Hughes, Daniel Fried, Arjun Guha, Harm de Vries, Leandro von Werra
SantaCoder: don't reach for the stars! CoRR (2023)
Sergey Troshin, Vlad Niculae
Wrapped β-Gaussians with compact support for exact probabilistic modeling on manifolds. Trans. Mach. Learn. Res. 2023 (2023)
Nadezhda Chirkova, Sergey Troshin
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code. ICLR (2023)
Nadezhda Chirkova, Sergey Troshin
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code. CoRR (2023)
Sergey Troshin, Nikolai Evgenjevich Tyurin
Rational Form of Amplitude and Its Asymptotic Factorization. Symmetry 14 (7) (2022)
Sergey Troshin, Nadezhda Chirkova
Probing Pretrained Models of Source Code. CoRR (2022)
Sergey Troshin, Nadezhda Chirkova
Probing Pretrained Models of Source Codes. BlackboxNLP@EMNLP (2022)
Sergey Troshin
Special Issue: Advances in Spin Physics. Symmetry 14 (7) (2022)
Nadezhda Chirkova, Sergey Troshin
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code. NAACL-HLT (2021)
Nadezhda Chirkova, Sergey Troshin
Empirical study of transformers for source code. ESEC/SIGSOFT FSE (2021)
Evgeny Bobrov, Boris Chinyaev, Viktor Kuznetsov, Hao Lu, Dmitrii Minenkov, Sergey Troshin, Daniil Yudakov, Danila Zaev
Adaptive Regularized Zero-Forcing Beamforming in Massive MIMO with Multi-Antenna Users. CoRR (2021)
Sergey Troshin
Spin Experimentation with Unpolarized Colliding Beams at the LHC. Symmetry 13 (10) (2021)
Evgeny Bobrov, Dmitry Kropotov, Sergey Troshin, Danila Zaev
Finding Better Precoding in Massive MIMO using Optimization Approach. CoRR (2021)
Evgeny Bobrov, Sergey Troshin, Nadezhda Chirkova, Ekaterina Lobacheva, Sviatoslav Panchenko, Dmitry P. Vetrov, Dmitry Kropotov
Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems. CoRR (2021)
Nadezhda Chirkova, Sergey Troshin
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code. CoRR (2020)
Nadezhda Chirkova, Sergey Troshin
Empirical Study of Transformers for Source Code. CoRR (2020)