معرفی
Abhradeep Thakurta is a researcher at Pennsylvania State University (College of Engineering, Computer Science and Engineering Department) and Microsoft Research Silicon Valley, focusing on Differential Privacy and Machine Learning. His work explores privacy-preserving techniques in optimization, model training, and data analysis.
- Key affiliations: Pennsylvania State University (College of Engineering), Microsoft Research Silicon Valley
- Academic rank: Researcher
His research spans Differential Privacy in Stochastic Optimization, Convex Optimization, and Deep Learning. He investigates methods to enhance privacy guarantees while maintaining model accuracy and efficiency, particularly through matrix factorization, adaptive clipping, and noise correlation.
Recent publications (2023–2025) highlight advancements in privacy amplification, checkpoint reuse, and secure model training. Collaborations include top researchers from institutions like Google, Stanford, and MIT.
