Konstantinos Stavropoulos

Konstantinos Stavropoulos works on the foundations of reliable machine learning. He designs efficient algorithms that remain trustworthy under distribution shift and data contamination, providing provable guarantees under minimal assumptions. His work develops certification methods and advances robust and smoothed analysis techniques.