Dan Cornford

2 papers · 1997–2007 · 2 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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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

📈 Trend Setter 🚀 Conference Pioneer

Venues

AISTATS (1) NeurIPS (1)

Top co-authors

Cédric Archambeau (2) Manfred Opper (2) John Shawe-Taylor (1) John S. Shawe-taylor (1) Yuan Shen (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Mathematics & Optimization (1) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Mathematics (1) Models (1) Optimization (1) Optimization & Theory (1) Probability (1)

Keywords

stochastic processes (1) variational inference (1) parameter estimation (1) diffusion process (1) diffusion processes (1) parameter inference (1) variational free energy (1) posterior estimation (1) stochastic process (1) volatility estimation (1)

Papers

Variational Inference for Diffusion Processes NeurIPS 2007 Gaussian Process Approximations of Stochastic Differential Equations AISTATS 1997