Dionysis Kalogerias

2 papers · 2022–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (1) NeurIPS (1)

Top co-authors

Amin Karbasi (2) Konstantinos Nikolakakis (1) Baturay Saglam (1) Xinyang Hu (1) Farzin Haddadpour (1) Zhuoran Yang (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1) Techniques (1)

Keywords

representation learning (1) stochastic gradient descent (1) non-convex optimization (1) in-context learning (1) gradient descent (1) derivative-free optimization (1) generalization bound (1) zeroth-order optimization (1) task representation (1) attention head (1) task vector (1) functional regression (1)

Papers

Learning Task Representations from In-Context Learning ACL 2025 Black-Box Generalization: Stability of Zeroth-Order Learning NeurIPS 2022