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Ivan Yu. Tyukin

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

3

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2025ICCVStaining and Locking Computer Vision Models Without Retraining.Oliver J. Sutton, Qinghua Zhou, George Leete, Alexander N. Gorban, Ivan Yu. Tyukin
2024IJCNNWeakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees.Ivan Yu. Tyukin, Tatiana Tyukina, Daniel van Helden, Zedong Zheng, Evgeny M. Mirkes, Oliver J. Sutton, Qinghua Zhou, Alexander N. Gorban, Penelope M. Allison
2023ICANNThe Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning.Alexander Bastounis, Alexander N. Gorban, Anders C. Hansen, Desmond J. Higham, Danil V. Prokhorov, Oliver J. Sutton, Ivan Yu. Tyukin, Qinghua Zhou
2023ICANNRelative Intrinsic Dimensionality Is Intrinsic to Learning.Oliver J. Sutton, Qinghua Zhou, Alexander N. Gorban, Ivan Yu. Tyukin
2023IJCNNAgile gesture recognition for capacitive sensing devices: adapting on-the-job.Ying Liu, Liucheng Guo, Valeri A. Makarov, Yuxiang Huang, Alexander N. Gorban, Evgeny M. Mirkes, Ivan Yu. Tyukin
2023IJCNNNeuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data.Qinghua Zhou, Oliver J. Sutton, Yudong Zhang, Alexander N. Gorban, Valeri A. Makarov, Ivan Yu. Tyukin
2022IJCNNQuasi-orthogonality and intrinsic dimensions as measures of learning and generalisation.Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin
2021IJCNNDemystification of Few-shot and One-shot Learning.Ivan Yu. Tyukin, Alexander N. Gorban, Muhammad H. Alkhudaydi, Qinghua Zhou
2020IJCNNOn Adversarial Examples and Stealth Attacks in Artificial Intelligence Systems.Ivan Yu. Tyukin, Desmond J. Higham, Alexander N. Gorban
2019IJCNNKernel Stochastic Separation Theorems and Separability Characterizations of Kernel Classifiers.Ivan Yu. Tyukin, Alexander N. Gorban, Bogdan Grechuk, Stephen Green
2018IJCNNEfficiency of Shallow Cascades for Improving Deep Learning AI Systems.Ivan Yu. Tyukin, Alexander N. Gorban, Danil V. Prokhorov, Stephen Green