Alexander Shapeev

According to our database, Alexander Shapeev authored at least 4 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Bayesian inference of composition-dependent phase diagrams.

Timofei Miryashkin, Olga Klimanova, Vladimir Ladygin, Alexander Shapeev

CoRR, 2023

A physics-informed AI method for calculating melting points with uncertainty control and optimal sampling.

Olga Klimanova, Timofei Miryashkin, Alexander Shapeev

CoRR, 2023

2019

Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning.

Evgenii Tsymbalov, Sergei Makarychev, Alexander Shapeev, Maxim Panov

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Dropout-Based Active Learning for Regression.

Evgenii Tsymbalov, Maxim Panov, Alexander Shapeev

Proceedings of the Analysis of Images, Social Networks and Texts, 2018