Suriyakumar, Vinith M.

1. Public Data-Assisted Mirror Descent for Private Model Training
   2021/12/01 by Amid, Ehsan, Ganesh, Arun, Mathews, Rajiv +6 · 6 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Algorithms that Approximate Data Removal: New Results and Limitations
   2022/09/25 by Vinith M. Suriyakumar, Ashia Wilson, Suriyakumar, Vinith M. +1 · 6 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Data Classification #Data Stream Mining Techniques
3. Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
   2020/10/13 by Vinith M. Suriyakumar, Suriyakumar, Vinith M., Nicolas Papernot +5 · 4 citations
   Economics, Econometrics and Finance · Health Professions · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management #Healthcare cost, quality, practices #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. One-shot Empirical Privacy Estimation for Federated Learning
   2023/02/06 by Galen Andrew, Andrew, Galen, Peter Kairouz +9 · 4 citations
   Computer Science · #Privacy-Preserving Technologies in Data
5. Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models
   2024/10/10 by Vinith M. Suriyakumar, Rohan Alur, Suriyakumar, Vinith M. +7 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
6. UCD: Unlearning in LLMs via Contrastive Decoding
   2025/06/12 by Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia · 2 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)