Alexander Novikov

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