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14 Program Highlights »
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Spotlight
Wed Dec 5th 03:30 -- 03:35 PM @ Room 220 E
Dynamic Network Model from Partial Observations
Elahe Ghalebi · Baharan Mirzasoleiman · Radu Grosu · Jure Leskovec
Spotlight
Wed Dec 5th 03:35 -- 03:40 PM @ Room 220 E
Stochastic Nonparametric Event-Tensor Decomposition
Shandian Zhe · Yishuai Du
Spotlight
Wed Dec 5th 03:40 -- 03:45 PM @ Room 220 E
On GANs and GMMs
Eitan Richardson · Yair Weiss
Spotlight
Wed Dec 5th 03:45 -- 03:50 PM @ Room 220 E
GILBO: One Metric to Measure Them All
Alexander Alemi · Ian Fischer
Oral
Wed Dec 5th 03:50 -- 04:05 PM @ Room 220 E
Isolating Sources of Disentanglement in Variational Autoencoders
Tian Qi Chen · Xuechen Li · Roger Grosse · David Duvenaud
Spotlight
Wed Dec 5th 04:05 -- 04:10 PM @ Room 220 E
Sparse Covariance Modeling in High Dimensions with Gaussian Processes
Rui Li · Kishan KC · Feng Cui · Justin Domke · Anne Haake
Spotlight
Wed Dec 5th 04:10 -- 04:15 PM @ Room 220 E
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features
Mojmir Mutny · Andreas Krause
Spotlight
Wed Dec 5th 04:15 -- 04:20 PM @ Room 220 E
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior
Zi Wang · Beomjoon Kim · Leslie Kaelbling
Spotlight
Wed Dec 5th 04:20 -- 04:25 PM @ Room 220 E
Adversarially Robust Optimization with Gaussian Processes
Ilija Bogunovic · Jonathan Scarlett · Stefanie Jegelka · Volkan Cevher
Oral
Wed Dec 5th 04:25 -- 04:40 PM @ Room 220 E
Approximate Knowledge Compilation by Online Collapsed Importance Sampling
Tal Friedman · Guy Van den Broeck
Spotlight
Wed Dec 5th 04:40 -- 04:45 PM @ Room 220 E
DAGs with NO TEARS: Continuous Optimization for Structure Learning
Xun Zheng · Bryon Aragam · Pradeep Ravikumar · Eric Xing
Spotlight
Wed Dec 5th 04:45 -- 04:50 PM @ Room 220 E
Proximal Graphical Event Models
Debarun Bhattacharjya · Dharmashankar Subramanian · Tian Gao
Spotlight
Wed Dec 5th 04:50 -- 04:55 PM @ Room 220 E
Heterogeneous Multi-output Gaussian Process Prediction
Pablo Moreno-Muñoz · Antonio Artés · Mauricio Álvarez
Spotlight
Wed Dec 5th 04:55 -- 05:00 PM @ Room 220 E
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration
Jacob Gardner · Geoff Pleiss · Kilian Weinberger · David Bindel · Andrew Wilson