Alexey Zaytsev
- Challenges in data-driven geospatial modeling for environmental research and practice
2024/12/19 by Diana Koldasbayeva, Polina Tregubova, Mikhail Gasanov +3 · 1 voice · 6 citations
Computer Science · Environmental Science · Social Sciences · #Atmospheric and Environmental Gas Dynamics #Data Management and Algorithms #Geographic Information Systems Studies
- Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
2023/08/22 by Elizaveta Kostenok, Kostenok, Elizaveta, Daniil Cherniavskii +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Adversarial Attacks on Deep Models for Financial Transaction Records
2021/06/15 by Ivan Fursov, Fursov, Ivan, Matvey Morozov +17 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Topic Modeling
- Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective
2022/06/21 by Gleb Bazhenov, Bazhenov, Gleb, Sergei Ivanov +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Computational Drug Discovery Methods
- Continuous-time convolutions model of event sequences
2023/02/13 by Vladislav Zhuzhel, Zhuzhel, Vladislav, Vsevolod Grabar +21 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Holistic Uncertainty Estimation For Open-Set Recognition
2024/08/26 by Leonid Erlygin, Erlygin, Leonid, Alexey Zaytsev +1 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
- ASK-NN: An Asymmetric Nearest-Neighbor Test that detects Distribution Drifts in Natural Language
2026/07/17 by Sergey Zakharov, Rodion Oblovatny, Alexey Zaytsev
#cs.LG #stat.ML