Bairaktari, Konstantina

5 publications

ICML 2025 Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage Konstantina Bairaktari, Jiayun Wu, Steven Wu

AISTATS 2025 Privacy in Metalearning and Multitask Learning: Modeling and Separations Maryam Aliakbarpour, Konstantina Bairaktari, Adam Smith, Marika Swanberg, Jonathan Ullman

COLT 2024 Metalearning with Very Few Samples per Task Maryam Aliakbarpour, Konstantina Bairaktari, Gavin Brown, Adam Smith, Nathan Srebro, Jonathan Ullman

TMLR 2023 Fair and Useful Cohort Selection Konstantina Bairaktari, Paul Tsela Langton, Huy Nguyen, Niklas Smedemark-Margulies, Jonathan Ullman

COLT 2023 Multitask Learning via Shared Features: Algorithms and Hardness Konstantina Bairaktari, Guy Blanc, Li-Yang Tan, Jonathan Ullman, Lydia Zakynthinou