Simon Luo

2 papers · 2019–2021 · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) UAI (1)

Top co-authors

Mahito Sugiyama (2) Lamiae Azizi (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core Methods (1) Mathematics (1)

Keywords

probabilistic modeling (1) blind source separation (1) kl divergence (1) gibbs sampling (1) hierarchical model (1) boltzmann machine (1) information geometry (1) annealed importance sampling (1) probabilistic model (1) hierarchical probabilistic model (1) bias-variance tradeoff (1) higher-order interaction (1) higher-order feature interaction (1) higher-order boltzmann machine (1)

Papers

Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021 Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions AAAI 2019