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Neil Dalchau

2 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer

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Conferences

ICML (1) NIPS (1)

Top co-authors

Attila Csikász-Nagy (1) Geoffrey Roeder (1) Andrew Phillips (1) Paul Grant (1) Gregory Szep (1) Edward Meeds (1)

Keywords

zero-shot learning (1) variational inference (1) gradient-based optimization (1) parameter inference (1) dynamical system (1) nonlinear dynamical system (1) variational autoencoder (1) differential equation (1) ordinary differential equation (1) bifurcation diagram (1)

Papers

Parameter Inference with Bifurcation Diagrams NIPS 2021 Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems ICML 2019