Song Mei

According to our database1, Song Mei authored at least 13 papers between 2003 and 2020.

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Bibliography

2020
When Do Neural Networks Outperform Kernel Methods?
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Limitations of Lazy Training of Two-layers Neural Networks.
CoRR, 2019

Linearized two-layers neural networks in high dimension.
CoRR, 2019

Proximal algorithms for constrained composite optimization, with applications to solving low-rank SDPs.
CoRR, 2019

Limitations of Lazy Training of Two-layers Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit.
Proceedings of the Conference on Learning Theory, 2019

2018
A Mean Field View of the Landscape of Two-Layers Neural Networks.
CoRR, 2018

2017
Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality.
Proceedings of the 30th Conference on Learning Theory, 2017

2015
On a Molecular Based Q-Tensor Model for Liquid Crystals with Density Variations.
Multiscale Model. Simul., 2015

2009
Session-Based Tunnel Scheduling Model in Multi-link Aggregate IPSec VPN.
Proceedings of the 2009 Third International Conference on Multimedia and Ubiquitous Engineering, 2009

2008
New Well Design of Hydrological Network Information System Based on GIS.
Proceedings of the 2008 International Symposium on Computer Science and Computational Technology, 2008

Research and Analysis of Topology Control in NS-2 for Ad-hoc Wireless Network.
Proceedings of the Second International Conference on Complex, 2008

2003
Realization of integration and working procedure on digital hospital information system.
Comput. Stand. Interfaces, 2003


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