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Nikolay Malkin — most-cited papers & profile · Graph Learning
← authors
·
overview
Nikolay Malkin
19
papers ·
12
citations ·
9
h-index
Edinburgh College · Chancellor University · University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Trajectory balance: Improved credit assignment in GFlowNets
2022
GFlowNets and variational inference
2022
Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets
2023
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
2023
On Generalization for Generative Flow Networks
2024
Top co-authors
Yoshua Bengio
· 5
Dinghuai Zhang
· 2
Salem Lahlou
· 2
Tristan Deleu
· 2
Aaron Courville
· 1
Anas Krichel
· 1
Chen Sun
· 1
Edward Hu
· 1
Emmanuel Bengio
· 1
Hanjun Dai
· 1
Jithendaraa Subramanian
· 1
Katie Everett
· 1
Topics
cs.LG
stat.ML
cs.AI
cs.DM