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Spotlight
Wed 13:45 Proximal Graphical Event Models
Debarun Bhattacharjya · Dharmashankar Subramanian · Tian Gao
Poster
Wed 7:45 Stein Variational Gradient Descent as Moment Matching
Qiang Liu · Dilin Wang
Poster
Thu 7:45 Submodular Field Grammars: Representation, Inference, and Application to Image Parsing
Abram Friesen · Pedro Domingos
Poster
Thu 7:45 Distributionally Robust Graphical Models
Rizal Fathony · Ashkan Rezaei · Mohammad Ali Bashiri · Xinhua Zhang · Brian Ziebart
Poster
Thu 7:45 Structural Causal Bandits: Where to Intervene?
Sanghack Lee · Elias Bareinboim
Poster
Thu 14:00 Streamlining Variational Inference for Constraint Satisfaction Problems
Aditya Grover · Tudor Achim · Stefano Ermon
Poster
Thu 7:45 Algebraic tests of general Gaussian latent tree models
Dennis Leung · Mathias Drton
Poster
Tue 7:45 Graphical Generative Adversarial Networks
Chongxuan LI · Max Welling · Jun Zhu · Bo Zhang
Poster
Wed 14:00 Robust Learning of Fixed-Structure Bayesian Networks
Yu Cheng · Ilias Diakonikolas · Daniel Kane · Alistair Stewart
Poster
Wed 14:00 Approximate Knowledge Compilation by Online Collapsed Importance Sampling
Tal Friedman · Guy Van den Broeck
Poster
Wed 14:00 Total stochastic gradient algorithms and applications in reinforcement learning
Paavo Parmas
Poster
Thu 7:45 Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language
Matthew D. Hoffman · Matthew Johnson · Dustin Tran