conftrace_

Konstantina Bairaktari

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

COLT (2) AISTATS (1) ICML (1)

Top co-authors

Jonathan Ullman (3) Maryam Aliakbarpour (2) Adam Smith (2) Nathan Srebro (1) Gavin Brown (1) Lydia Zakynthinou (1) Jiayun Wu (1) Steven Wu (1) Li-Yang Tan (1) Guy Blanc (1)

Keywords

multitask learning (2) few-shot learning (1) sample complexity (1) representation learning (1) computational complexity (1) attribute-efficient learning (1) boolean function (1)

Papers

Privacy in Metalearning and Multitask Learning: Modeling and Separations AISTATS 2025 Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage ICML 2025 Metalearning with Very Few Samples Per Task COLT 2024 Multitask Learning via Shared Features: Algorithms and Hardness COLT 2023