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Poster
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Thu 9:00 |
Energy-Based Processes for Exchangeable Data Mengjiao Yang · Bo Dai · Hanjun Dai · Dale Schuurmans |
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Poster
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Tue 14:00 |
Thompson Sampling via Local Uncertainty Zhendong Wang · Mingyuan Zhou |
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Poster
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Tue 9:00 |
On Semi-parametric Inference for BART Veronika Rockova |
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Poster
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Wed 8:00 |
The Usual Suspects? Reassessing Blame for VAE Posterior Collapse Bin Dai · Ziyu Wang · David Wipf |
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Poster
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Tue 7:00 |
All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference Rob Brekelmans · Vaden Masrani · Frank Wood · Greg Ver Steeg · Aram Galstyan |
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Poster
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Wed 5:00 |
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y Fu · Mayee Chen · Frederic Sala · Sarah Hooper · Kayvon Fatahalian · Christopher Re |
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Poster
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Wed 13:00 |
Continuous Time Bayesian Networks with Clocks Nicolai Engelmann · Dominik Linzner · Heinz Koeppl |
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Poster
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Wed 12:00 |
Automatic Reparameterisation of Probabilistic Programs Maria Gorinova · Dave Moore · Matthew Hoffman |
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Poster
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Tue 7:00 |
Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling Will Grathwohl · Kuan-Chieh Wang · Joern-Henrik Jacobsen · David Duvenaud · Richard Zemel |
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Poster
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Thu 13:00 |
Stochastic Differential Equations with Variational Wishart Diffusions Martin Jørgensen · Marc Deisenroth · Hugh Salimbeni |
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Poster
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Tue 11:00 |
Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation Steven Kleinegesse · Michael Gutmann |
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Poster
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Thu 14:00 |
The continuous categorical: a novel simplex-valued exponential family Elliott Gordon-Rodriguez · Gabriel Loaiza-Ganem · John Cunningham |