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Talk
Tue Aug 08 08:30 PM -- 08:48 PM (PDT) @ Darling Harbour Theatre
Dropout Inference in Bayesian Neural Networks with Alpha-divergences
In Deep learning 9: probabilistic
Yingzhen Li · Yarin Gal
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 08:48 PM -- 09:06 PM (PDT) @ Darling Harbour Theatre
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
In Deep learning 9: probabilistic
Christos Louizos · Max Welling
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:06 PM -- 09:24 PM (PDT) @ Darling Harbour Theatre
Variational Dropout Sparsifies Deep Neural Networks
In Deep learning 9: probabilistic
Dmitry Molchanov · Arsenii Ashukha · Dmitry Vetrov
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:24 PM -- 09:42 PM (PDT) @ Darling Harbour Theatre
Unimodal Probability Distributions for Deep Ordinal Classification
In Deep learning 9: probabilistic
Christopher Beckham · Christopher Pal
[ PDF]  [ ss Summary/Notes]  [ Video]