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Ciwan Ceylan

2 papers · 2018–2021 · 1 venue · 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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Venues

Top co-authors

Salla Franzén (1) Florian T. Pokorny (1) Michael U. Gutmann (1)

Research topics

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

Keywords

density estimation (1) graph representation learning (1) partition function (1) unsupervised deep learning (1) score matching (1) gradient flow (1) node representation (1) noise contrastive estimation (1) unnormalised model (1) student-t distribution (1) flow prediction (1) transaction network (1) neural image model (1)

Papers

Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks ICML 2021 Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018