Selvi, Aras
- Differential Privacy via Distributionally Robust Optimization
2023/04/25 by Aras Selvi, Selvi, Aras, Huikang Liu +3 · 3 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data
- It's All in the Mix: Wasserstein Classification and Regression with Mixed Features
2023/12/19 by Belbasi, Reza, Selvi, Aras, Wiesemann, Wolfram · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
2024/07/18 by Selvi, Aras, Kreacic, Eleonora, Ghassemi, Mohsen +3 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)