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Alexander Fishkov
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Confidence Level
Neural Network
Prediction Intervals
Pointwise
Top Venues
CoRR
AIST
NeurIPS
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Publications
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Fedor Noskov
,
Alexander Fishkov
,
Maxim Panov
Selective Nonparametric Regression via Testing.
CoRR
(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)