Christoph Jürgen Hemmer

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

ICML (1) NeurIPS (1)

Top co-authors

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

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Artificial Intelligence (1) Data Science & Analytics (1) Mathematics & Optimization (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1) Optimization (1) Optimization & Theory (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) attractor's geometrical structure (1) dynamical systems reconstruction (1) geometric pruning (1) parameter load (1) rnns (1) topology (1)

Papers

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