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Christoph Jürgen Hemmer

2 papers · 2024–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5)

🗺️ Taxonomy Completionist (10)

Conferences

ICML (1) NIPS (1)

Top co-authors

Manuel Brenner (2) Daniel Durstewitz (2) Zahra Monfared (1) Florian Hess (1)

Keywords

time series analysis (1) time series (1) piecewise linear (1) dynamical system (1) recurrent neural network (1) interpretable model (1) dynamical system reconstruction (1) symbolic encoding (1) chaotic attractor (1) piecewise linear system (1) symbolic code (1)

Papers

Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NIPS 2024 Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction ICML 2024