Chen Sun

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Nonparametric Belief Propagation

Undirected Graphical Models

Possibilistic Networks

Top Venues

Publications

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. ICLR (2024)
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)