Alexander Novikov
National Research University Higher School of Economics(RU)Lomonosov Moscow State University(RU)Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)Moscow State University(TJ)
Publications by Year
Research Areas
Tensor decomposition and applications, Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Parallel Computing and Optimization Techniques, Robot Manipulation and Learning
Most-Cited Works
- → Tensorizing Neural Networks(2015)498 cited
- → Discovering faster matrix multiplication algorithms with reinforcement learning(2022)433 cited
- → Mathematical discoveries from program search with large language models(2023)290 cited
- → Ultimate tensorization: compressing convolutional and FC layers alike(2016)102 cited
- → Critic Regularized Regression(2020)90 cited
- Hyperparameter Selection for Offline Reinforcement Learning.(2020)
- → Tensor Train decomposition on TensorFlow (T3F)(2018)37 cited