Alexander Fishkov

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Confidence Level

Nonparametric Regression

Conformal Prediction

Top Venues

Publications

Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horváth, Martin Takác, Eric Moulines, Maxim Panov
Efficient Conformal Prediction under Data Heterogeneity. AISTATS (2024)
Vincent Plassier, Alexander Fishkov, Maxim Panov, Eric Moulines
Conditionally valid Probabilistic Conformal Prediction. CoRR (2024)
Fedor Noskov, Alexander Fishkov, Maxim Panov
Selective Nonparametric Regression via Testing. CoRR (2023)
Fedor Noskov, Alexander Fishkov, Maxim Panov
Selective Nonparametric Regression via Testing. ACML (2023)
Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horváth, Martin Takác, Eric Moulines, Maxim Panov
Efficient Conformal Prediction under Data Heterogeneity. CoRR (2023)
Alexander Fishkov, Maxim Panov
Scalable computation of prediction intervals for neural networks via matrix sketching. CoRR (2022)
Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin, Fedor Noskov, Alexander Fishkov, Artem Shelmanov, Artem Vazhentsev, Aleksandr Petiushko, Maxim Panov
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network. NeurIPS (2022)
Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin, Fedor Noskov, Alexander Fishkov, Aleksandr Petiushko, Maxim Panov
NUQ: Nonparametric Uncertainty Quantification for Deterministic Neural Networks. CoRR (2022)
Alexander Fishkov, Maxim Panov
Scalable Computation of Prediction Intervals for Neural Networks via Matrix Sketching. AIST (2021)