Alexander Fishkov

According to our database, Alexander Fishkov authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Conditionally valid Probabilistic Conformal Prediction.

Vincent Plassier, Alexander Fishkov, Maxim Panov, Eric Moulines

CoRR, 2024

Efficient Conformal Prediction under Data Heterogeneity.

Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horváth, Martin Takác, Eric Moulines, Maxim Panov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Selective Nonparametric Regression via Testing.

Fedor Noskov, Alexander Fishkov, Maxim Panov

Proceedings of the Asian Conference on Machine Learning, 2023

2022

NUQ: Nonparametric Uncertainty Quantification for Deterministic Neural Networks.

Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin, Fedor Noskov, Alexander Fishkov, Aleksandr Petiushko, Maxim Panov

CoRR, 2022

Nonparametric Uncertainty Quantification for Single Deterministic Neural Network.

Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin, Fedor Noskov, Alexander Fishkov, Artem Shelmanov, Artem Vazhentsev, Aleksandr Petiushko, Maxim Panov

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Scalable Computation of Prediction Intervals for Neural Networks via Matrix Sketching.

Alexander Fishkov, Maxim Panov

Proceedings of the Analysis of Images, Social Networks and Texts, 2021