Diochnos, Dimitrios I.
- The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure
2018/09/09 by Mahloujifar, Saeed, Diochnos, Dimitrios I., Mahmoody, Mohammad · 2 citations
#Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
2018/10/29 by Dimitrios I. Diochnos, Diochnos, Dimitrios I., Saeed Mahloujifar +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Physical Unclonable Functions (PUFs) and Hardware Security
- A Review of Pseudo-Labeling for Computer Vision
2024/08/13 by Kage, Patrick, Rothenberger, Jay C., Andreadis, Pavlos +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.0 #I.4.0 #I.5.4 #Machine Learning (cs.LG)
- Meta Co-Training: Two Views are Better than One
2023/11/29 by Jay C. Rothenberger, Dimitrios I. Diochnos, Rothenberger, Jay C. +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.6 #I.4.10 #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Learning under p-Tampering Attacks
2017/11/10 by Saeed Mahloujifar, Mahloujifar, Saeed, Dimitrios I. Diochnos +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms