Daniil Merkulov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Simulation Model

Weather Forecast

Top Venues

Publications

Daniil Merkulov, Daria Cherniuk, Alexander Rudikov, Ivan V. Oseledets, Ekaterina A. Muravleva, Aleksandr Mikhalev, Boris Kashin
Quantization of Large Language Models with an Overdetermined Basis. CoRR (2024)
Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan V. Oseledets
Memory-Efficient Backpropagation through Large Linear Layers. CoRR (2022)
Valentin Leplat, Daniil Merkulov, Aleksandr Katrutsa, Daniel Bershatsky, Ivan V. Oseledets
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers. CoRR (2022)
Andrey Filatov, Daniil Merkulov
Fast Line Search for Multi-Task Learning. CoRR (2021)
Mikhail Gasanov, Daniil Merkulov, Artyom Nikitin, Sergey A. Matveev, Nikita Stasenko, Anna Petrovskaia, Mariia Pukalchik, Ivan V. Oseledets
A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History. ICCS (4) (2021)
Alexandr Katrutsa, Daniil Merkulov, Nurislam Tursynbek, Ivan V. Oseledets
Follow the bisector: a simple method for multi-objective optimization. CoRR (2020)
Daniil Merkulov, Ivan V. Oseledets
Stochastic gradient algorithms from ODE splitting perspective. CoRR (2020)
Daniil Merkulov, Ivan V. Oseledets
Empirical study of extreme overfitting points of neural networks. CoRR (2019)