Dohyung Park

According to our database1, Dohyung Park authored at least 16 papers between 2008 and 2018.

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Bibliography

2018
Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably.
SIAM J. Imaging Sci., 2018

2017
Provable quantum state tomography via non-convex methods.
CoRR, 2017

Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Finding Low-rank Solutions to Matrix Problems, Efficiently and Provably.
CoRR, 2016

Provable non-convex projected gradient descent for a class of constrained matrix optimization problems.
CoRR, 2016

Fast Algorithms for Robust PCA via Gradient Descent.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Finding low-rank solutions to smooth convex problems via the Burer-Monteiro approach.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
On the multiuser diversity in SIMO interfering multiple access channels: Distributed user scheduling framework.
J. Commun. Networks, 2015

Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Greedy Subspace Clustering.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2012
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks?
IEEE Trans. Commun., 2012

Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks.
IEEE Trans. Commun., 2012

2010
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Cellular Networks
CoRR, 2010

Ad hoc indoor peer-to-peer tracking using relative location estimation.
Proceedings of the 2010 International Conference on Indoor Positioning and Indoor Navigation, 2010

2009
Degrees of Freedom on the K-User MIMO Interference Channel with Constant Channel Coefficients for Downlink Communications.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Performance - complexity tradeoffs of rateless codes.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008


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