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(11 events)   Timezone: America/Los_Angeles  
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Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #184
A New Distribution on the Simplex with Auto-Encoding Applications
In Probabilistic Methods -- Variational Inference
Andrew Stirn · Tony Jebara · David Knowles
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #185
Bayesian Layers: A Module for Neural Network Uncertainty
In Probabilistic Methods -- Variational Inference
Dustin Tran · Mike Dusenberry · Mark van der Wilk · Danijar Hafner
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #186
Streaming Bayesian Inference for Crowdsourced Classification
In Probabilistic Methods -- Variational Inference
Edoardo Manino · Long Tran-Thanh · Nicholas Jennings
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #187
Learning Hawkes Processes from a handful of events
In Probabilistic Methods -- Variational Inference
Farnood Salehi · William Trouleau · Matthias Grossglauser · Patrick Thiran
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #188
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions
In Probabilistic Methods -- Variational Inference
Peng Chen · Keyi Wu · Joshua Chen · Tom O'Leary-Roseberry · Omar Ghattas
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #189
Provable Gradient Variance Guarantees for Black-Box Variational Inference
In Probabilistic Methods -- Variational Inference
Justin Domke
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #190
Semi-Implicit Graph Variational Auto-Encoders
In Probabilistic Methods -- Variational Inference
Arman Hasanzadeh · Ehsan Hajiramezanali · Krishna Narayanan · Nick Duffield · Mingyuan Zhou · Xiaoning Qian
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #191
Sparse Variational Inference: Bayesian Coresets from Scratch
In Probabilistic Methods -- Variational Inference
Trevor Campbell · Boyan Beronov
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #192
Stein Variational Gradient Descent With Matrix-Valued Kernels
In Probabilistic Methods -- Variational Inference
Dilin Wang · Ziyang Tang · Chandrajit Bajaj · Qiang Liu
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #193
Tensor Monte Carlo: Particle Methods for the GPU era
In Probabilistic Methods -- Variational Inference
Laurence Aitchison
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #194
The Thermodynamic Variational Objective
In Probabilistic Methods -- Variational Inference
Vaden Masrani · Tuan Anh Le · Frank Wood
[ Paper]  [ Poster]