Automated Multi-Stage Compression of Neural Networks. - Julia Gusak; Maksym Kholyavchenko; Evgeny Ponomarev; Larisa Markeeva; Philip Blagoveschensky; Andrzej Cichocki; Ivan V. Oseledets (ICCV Workshops, 2019)

One time is not enough: iterative tensor decomposition for neural network compression. - Julia Gusak; Maksym Kholyavchenko; Evgeny Ponomarev; Larisa Markeeva; Ivan V. Oseledets; Andrzej Cichocki (CoRR, 2019)

Reduced-Order Modeling of Deep Neural Networks. - Talgat Daulbaev; Julia Gusak; Evgeny Ponomarev; Andrzej Cichocki; Ivan V. Oseledets (CoRR, 2019)

Using Reinforcement Learning in the Algorithmic Trading Problem. - Evgeny Ponomarev; Ivan V. Oseledets; Andrzej Cichocki (CoRR, 2020)

Latency Estimation Tool and Investigation of Neural Networks Inference on Mobile GPU. - Evgeny Ponomarev; Sergey A. Matveev; Ivan V. Oseledets; Valery Glukhov (Comput., 2021)

Robust RL Control for Bipedal Locomotion with Closed Kinematic Chains. - Egor Maslennikov; Eduard Zaliaev; Nikita Dudorov; Oleg Shamanin; Karanov Dmitry; Gleb Afanasev; Alexey Burkov; Egor Lygin; Simeon Nedelchev; Evgeny Ponomarev (CoRR, 2025)