Fishkov, Alexander

6 publications

ICLR 2025 Probabilistic Conformal Prediction with Approximate Conditional Validity Vincent Plassier, Alexander Fishkov, Mohsen Guizani, Maxim Panov, Eric Moulines

ICML 2025 Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier, Alexander Fishkov, Victor Dheur, Mohsen Guizani, Souhaib Ben Taieb, Maxim Panov, Eric Moulines

AISTATS 2024 Efficient Conformal Prediction Under Data Heterogeneity Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horvath, Martin Takac, Eric Moulines, Maxim Panov

ACML 2023 Selective Nonparametric Regression via Testing Fedor Noskov, Alexander Fishkov, Maxim Panov

NeurIPS 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

NeurIPSW 2021 Nonparametric Approach to Uncertainty Quantification for Deterministic Neural Networks Nikita Yurevich Kotelevskii, Alexander Fishkov, Kirill Fedyanin, Aleksandr Petiushko, Maxim Panov