Loizos Michael

5 papers · 2011–2023 · 4 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 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🚀 Conference Pioneer 📈 Trend Setter

Venues

IJCAI (2) AAAI (1) COLT (1) NeurIPS (1)

Top co-authors

Efthymia Tsamoura (1) Shreyas Malakarjun Patil (1) Timothy Hospedales (1) Elena Papageorgiou (1) Constantine Dovrolis (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Deep Learning (1) Core Methods (1) Learning Types (1) Techniques (1)

Keywords

information theory (1) neural network pruning (1) learning theory (1) online learning (1) sample complexity (1) pac learning (1) network analysis (1) task decomposition (1) missing information (1) neural-symbolic integration (1) deduction method (1) abduction method (1) induction method (1) feature missing (1) hierarchical modularity (1) module detection (1)

Papers

Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis NeurIPS 2023 Neural-Symbolic Integration: A Compositional Perspective AAAI 2021 Introspective Forecasting IJCAI 2015 An Empirical Investigation of Ceteris Paribus Learnability IJCAI 2013 Missing Information Impediments to Learnability COLT 2011