Dohyung Park

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably.

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi

SIAM J. Imaging Sci., 2018

2017

Provable quantum state tomography via non-convex methods.

Anastasios Kyrillidis, Amir Kalev, Dohyung Park, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi

CoRR, 2017

Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach.

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

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

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi

CoRR, 2016

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

Dohyung Park, Anastasios Kyrillidis, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi

CoRR, 2016

Fast Algorithms for Robust PCA via Gradient Descent.

Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis

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.

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi

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.

Won-Yong Shin, Dohyung Park, Bang Chul Jung

J. Commun. Networks, 2015

Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons.

Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Greedy Subspace Clustering.

Dohyung Park, Constantine Caramanis, Sujay Sanghavi

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?

Won-Yong Shin, Dohyung Park, Bang Chul Jung

IEEE Trans. Commun., 2012

Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks.

Bang Chul Jung, Dohyung Park, Won-Yong Shin

IEEE Trans. Commun., 2012

2010

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

Bang Chul Jung, Dohyung Park, Won-Yong Shin

CoRR, 2010

Ad hoc indoor peer-to-peer tracking using relative location estimation.

Dohyung Park, Joonsung Kang, Eung Sun Kim

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.

Namyoon Lee, Dohyung Park, Young-Doo Kim

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Performance - complexity tradeoffs of rateless codes.

Dohyung Park, Sae-Young Chung

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008