Alexander Novikov

According to our database1, Alexander Novikov authored at least 25 papers between 2001 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Symmetrical Noncovalent Interactions Br···Br Observed in Crystal Structure of Exotic Primary Peroxide.
Symmetry, 2020

Tensor Train Decomposition on TensorFlow (T3F).
J. Mach. Learn. Res., 2020

Critic Regularized Regression.
CoRR, 2020

RL Unplugged: Benchmarks for Offline Reinforcement Learning.
CoRR, 2020

Acme: A Research Framework for Distributed Reinforcement Learning.
CoRR, 2020

2019
Low-rank Riemannian eigensolver for high-dimensional Hamiltonians.
J. Comput. Phys., 2019

Task-Relevant Adversarial Imitation Learning.
CoRR, 2019

A Framework for Data-Driven Robotics.
CoRR, 2019

2018
The Access Model to Resources in Swarm System Based on Competitive Processes.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Transaction Flows in Multi-agent Swarm Systems.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Expressive power of recurrent neural networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

The Automatic Algorithms' Adaptation Method for Embedded Multi-Core Configurations.
Proceedings of the 2018 IEEE East-West Design & Test Symposium, 2018

Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Approximations for weighted Kolmogorov-Smirnov distributions via boundary crossing probabilities.
Stat. Comput., 2017

Exponential Machines.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Tensor Train polynomial models via Riemannian optimization.
CoRR, 2016

Ultimate tensorization: compressing convolutional and FC layers alike.
CoRR, 2016

2015
Комплексная система управления данными и задачами в гетерогенной компьютерной среде (Integrated Workload and Data Management System in a Heterogeneous Computing Infrastructure).
Proceedings of the Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015), 2015

Tensorizing Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Scalable hybrid implementation of the Schur complement method for multi-GPU systems.
J. Supercomput., 2014

Putting MRFs on a Tensor Train.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Hybrid Multi-GPU Solver Based on Schur Complement Method.
Proceedings of the Parallel Computing Technologies - 12th International Conference, 2013

2011
Transparent Data Cube for Spatiotemporal Data Mining and Visualization.
Proceedings of the Grid and Cloud Database Management, 2011

2002
Parallel Adaptive Mesh Refinement with Load Balancing on Heterogeneous Cluster.
Scalable Comput. Pract. Exp., 2002

2001
Parallel Adaptive Mesh Refinement with Load Balancing for Finite Element Method.
Proceedings of the Parallel Computing Technologies, 2001


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