Loizos Michael

5 papers · 2011–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (12) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

IJCAI (2) AAAI (1) COLT (1) NIPS (1)

Top co-authors

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