Alert button
Picture for Ruosong Wang

Ruosong Wang

Alert button

Continuous Control with Contexts, Provably

Oct 30, 2019
Simon S. Du, Ruosong Wang, Mengdi Wang, Lin F. Yang

Figure 1 for Continuous Control with Contexts, Provably
Figure 2 for Continuous Control with Contexts, Provably
Viaarxiv icon

Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks

Oct 27, 2019
Sanjeev Arora, Simon S. Du, Zhiyuan Li, Ruslan Salakhutdinov, Ruosong Wang, Dingli Yu

Figure 1 for Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Figure 2 for Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Figure 3 for Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Figure 4 for Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
Viaarxiv icon

Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?

Oct 09, 2019
Simon S. Du, Sham M. Kakade, Ruosong Wang, Lin F. Yang

Figure 1 for Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Figure 2 for Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Figure 3 for Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Figure 4 for Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Viaarxiv icon

Efficient Symmetric Norm Regression via Linear Sketching

Oct 07, 2019
Zhao Song, Ruosong Wang, Lin F. Yang, Hongyang Zhang, Peilin Zhong

Figure 1 for Efficient Symmetric Norm Regression via Linear Sketching
Figure 2 for Efficient Symmetric Norm Regression via Linear Sketching
Figure 3 for Efficient Symmetric Norm Regression via Linear Sketching
Figure 4 for Efficient Symmetric Norm Regression via Linear Sketching
Viaarxiv icon

Provably Efficient $Q$-learning with Function Approximation via Distribution Shift Error Checking Oracle

Jun 14, 2019
Simon S. Du, Yuping Luo, Ruosong Wang, Hanrui Zhang

Viaarxiv icon

The Communication Complexity of Optimization

Jun 13, 2019
Santosh S. Vempala, Ruosong Wang, David P. Woodruff

Figure 1 for The Communication Complexity of Optimization
Figure 2 for The Communication Complexity of Optimization
Figure 3 for The Communication Complexity of Optimization
Figure 4 for The Communication Complexity of Optimization
Viaarxiv icon

Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels

May 30, 2019
Simon S. Du, Kangcheng Hou, Barnabás Póczos, Ruslan Salakhutdinov, Ruosong Wang, Keyulu Xu

Figure 1 for Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Figure 2 for Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Figure 3 for Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Figure 4 for Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Viaarxiv icon