Alert button
Picture for Stefanie Jegelka

Stefanie Jegelka

Alert button

Optimization as Estimation with Gaussian Processes in Bandit Settings

Aug 12, 2018
Zi Wang, Bolei Zhou, Stefanie Jegelka

Figure 1 for Optimization as Estimation with Gaussian Processes in Bandit Settings
Figure 2 for Optimization as Estimation with Gaussian Processes in Bandit Settings
Figure 3 for Optimization as Estimation with Gaussian Processes in Bandit Settings
Figure 4 for Optimization as Estimation with Gaussian Processes in Bandit Settings
Viaarxiv icon

Discrete Sampling using Semigradient-based Product Mixtures

Jul 09, 2018
Alkis Gotovos, Hamed Hassani, Andreas Krause, Stefanie Jegelka

Figure 1 for Discrete Sampling using Semigradient-based Product Mixtures
Figure 2 for Discrete Sampling using Semigradient-based Product Mixtures
Viaarxiv icon

ResNet with one-neuron hidden layers is a Universal Approximator

Jul 04, 2018
Hongzhou Lin, Stefanie Jegelka

Figure 1 for ResNet with one-neuron hidden layers is a Universal Approximator
Figure 2 for ResNet with one-neuron hidden layers is a Universal Approximator
Figure 3 for ResNet with one-neuron hidden layers is a Universal Approximator
Figure 4 for ResNet with one-neuron hidden layers is a Universal Approximator
Viaarxiv icon

Representation Learning on Graphs with Jumping Knowledge Networks

Jun 25, 2018
Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka

Figure 1 for Representation Learning on Graphs with Jumping Knowledge Networks
Figure 2 for Representation Learning on Graphs with Jumping Knowledge Networks
Figure 3 for Representation Learning on Graphs with Jumping Knowledge Networks
Figure 4 for Representation Learning on Graphs with Jumping Knowledge Networks
Viaarxiv icon

Towards Optimal Transport with Global Invariances

Jun 25, 2018
David Alvarez-Melis, Stefanie Jegelka, Tommi S. Jaakkola

Figure 1 for Towards Optimal Transport with Global Invariances
Figure 2 for Towards Optimal Transport with Global Invariances
Figure 3 for Towards Optimal Transport with Global Invariances
Figure 4 for Towards Optimal Transport with Global Invariances
Viaarxiv icon

Distributionally Robust Submodular Maximization

Jun 06, 2018
Matthew Staib, Bryan Wilder, Stefanie Jegelka

Figure 1 for Distributionally Robust Submodular Maximization
Figure 2 for Distributionally Robust Submodular Maximization
Viaarxiv icon

Batched Large-scale Bayesian Optimization in High-dimensional Spaces

May 16, 2018
Zi Wang, Clement Gehring, Pushmeet Kohli, Stefanie Jegelka

Figure 1 for Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Figure 2 for Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Figure 3 for Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Figure 4 for Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Viaarxiv icon

Robust GANs against Dishonest Adversaries

Feb 27, 2018
Zhi Xu, Chengtao Li, Stefanie Jegelka

Figure 1 for Robust GANs against Dishonest Adversaries
Figure 2 for Robust GANs against Dishonest Adversaries
Figure 3 for Robust GANs against Dishonest Adversaries
Figure 4 for Robust GANs against Dishonest Adversaries
Viaarxiv icon

Batched High-dimensional Bayesian Optimization via Structural Kernel Learning

Jan 06, 2018
Zi Wang, Chengtao Li, Stefanie Jegelka, Pushmeet Kohli

Figure 1 for Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
Figure 2 for Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
Figure 3 for Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
Figure 4 for Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
Viaarxiv icon

Max-value Entropy Search for Efficient Bayesian Optimization

Jan 02, 2018
Zi Wang, Stefanie Jegelka

Figure 1 for Max-value Entropy Search for Efficient Bayesian Optimization
Figure 2 for Max-value Entropy Search for Efficient Bayesian Optimization
Figure 3 for Max-value Entropy Search for Efficient Bayesian Optimization
Figure 4 for Max-value Entropy Search for Efficient Bayesian Optimization
Viaarxiv icon