Daria Reshetova

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 8

Top Topics

Anomaly Detection

Ordinal Classification

One Class Support Vector Machines

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Daria Reshetova, Wei-Ning Chen, Ayfer Özgür
Training Generative Models From Privatized Data via Entropic Optimal Transport. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Daria Reshetova, Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets. SIGSPATIAL/GIS (2023)
Daria Reshetova, Wei-Ning Chen, Ayfer Özgür
Training generative models from privatized data. CoRR (2023)
Daria Reshetova, Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets. CoRR (2023)
Daria Reshetova, Guanhang Wu, Marcel Puyat, Chunhui Gu, Huizhong Chen
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection. CoRR (2023)
Daria Reshetova, Yikun Bai, Xiugang Wu, Ayfer Özgür
Understanding Entropic Regularization in GANs. ISIT (2021)
Daria Reshetova, Yikun Bai, Xiugang Wu, Ayfer Özgür
Understanding Entropic Regularization in GANs. CoRR (2021)
Daria Reshetova
Multi-class classification: mirror descent approach. CoRR (2016)
Yury Maximov, Daria Reshetova
Tight Risk Bounds for Multi-Class Margin Classifiers. CoRR (2015)