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Chen Sun
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Credit Assignment
Nonparametric Belief Propagation
Relational Dependency Networks
Symbolic Representation
Top Venues
CoRR
NeurIPS
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Publications
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Chen Sun
,
Wannan Yang
,
Thomas Jiralerspong
,
Dane Malenfant
,
Benjamin Alsbury-Nealy
,
Yoshua Bengio
,
Blake A. Richards
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL.
NeurIPS
(2023)
Andrew Nam
,
Eric Elmoznino
,
Nikolay Malkin
,
Chen Sun
,
Yoshua Bengio
,
Guillaume Lajoie
Discrete, compositional, and symbolic representations through attractor dynamics.
CoRR
(2023)
Jean-Pierre Falet
,
Hae Beom Lee
,
Nikolay Malkin
,
Chen Sun
,
Dragos Secrieru
,
Dinghuai Zhang
,
Guillaume Lajoie
,
Yoshua Bengio
Delta-AI: Local objectives for amortized inference in sparse graphical models.
CoRR
(2023)
Nikolay Malkin
,
Moksh Jain
,
Emmanuel Bengio
,
Chen Sun
,
Yoshua Bengio
Trajectory balance: Improved credit assignment in GFlowNets.
NeurIPS
(2022)