Dohyung Park

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 9

Top Topics

Matrix Factorization

Pairwise Comparison

Low Rank Matrix

Top Venues

IEEE Trans. Commun.

Publications

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably. SIAM J. Imaging Sci. 11 (4) (2018)
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach. AISTATS (2017)
Anastasios Kyrillidis, Amir Kalev, Dohyung Park, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi
Provable quantum state tomography via non-convex methods. CoRR (2017)
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
Finding Low-rank Solutions to Matrix Problems, Efficiently and Provably. CoRR (2016)
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach. CoRR (2016)
Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis
Fast Algorithms for Robust PCA via Gradient Descent. CoRR (2016)
Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis
Fast Algorithms for Robust PCA via Gradient Descent. NIPS (2016)
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
Finding low-rank solutions to smooth convex problems via the Burer-Monteiro approach. Allerton (2016)
Dohyung Park, Anastasios Kyrillidis, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi
Provable non-convex projected gradient descent for a class of constrained matrix optimization problems. CoRR (2016)
Won-Yong Shin, Dohyung Park, Bang Chul Jung
On the multiuser diversity in SIMO interfering multiple access channels: Distributed user scheduling framework. J. Commun. Networks 17 (3) (2015)
Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons. ICML (2015)
Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons. CoRR (2015)
Dohyung Park, Constantine Caramanis, Sujay Sanghavi
Greedy Subspace Clustering. CoRR (2014)
Dohyung Park, Constantine Caramanis, Sujay Sanghavi
Greedy Subspace Clustering. NIPS (2014)
Won-Yong Shin, Dohyung Park, Bang Chul Jung
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks? CoRR (2012)
Won-Yong Shin, Dohyung Park, Bang Chul Jung
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks? IEEE Trans. Commun. 60 (12) (2012)
Bang Chul Jung, Dohyung Park, Won-Yong Shin
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks. IEEE Trans. Commun. 60 (7) (2012)
Dohyung Park, Joonsung Kang, Eung Sun Kim
Ad hoc indoor peer-to-peer tracking using relative location estimation. IPIN (2010)
Bang Chul Jung, Dohyung Park, Won-Yong Shin
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Cellular Networks CoRR (2010)
Namyoon Lee, Dohyung Park, Young-Doo Kim
Degrees of Freedom on the K-User MIMO Interference Channel with Constant Channel Coefficients for Downlink Communications. GLOBECOM (2009)
Dohyung Park, Sae-Young Chung
Performance - complexity tradeoffs of rateless codes. ISIT (2008)