Concepedia

Ruosong Wang

RW

33

Publications

2K

Citations

23

H-Index

2013

Active since

Affiliations

Carnegie Mellon University(Current)

Princeton University

University of Washington

Leibniz Institute of Polymer Research

Suzhou Institute of Biomedical Engineering and Technology

Ruosong Wang is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceApproximation TheoryComputational ComplexityData ScienceDeep LearningRobot LearningComputer Engineering

Publications per year

2013–2022

33

Publications

33

On Exact Computation with an Infinitely Wide Neural Net

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 395 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 259 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Fine-Grained Analysis of Optimization and Generalization for\n Overparameterized Two-Layer Neural Networks

Sanjeev Arora, Simon S. Du, Wei Hu et al. · arXiv (Cornell University) · 2019 · 237 citations · Full text

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

Simon S. Du, Kangcheng Hou, Russ R. Salakhutdinov et al. · arXiv (Cornell University) · 2019 · 88 citations · Full text

Geometric Learning, Graph Neural Networks, Engineering +14

Enhanced Convolutional Neural Tangent Kernels

Zhiyuan Li, Ruosong Wang, Dingli Yu et al. · ArXiv.org · 2019 · 80 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Rows per page

1–5 of 33