Dohyung Park

21 papers A* 1A 1B 2C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2018 J jnl
Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably.
SIAM J. Imaging Sci.
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
2017 A conf
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach.
AISTATS
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
2017 J jnl
Provable quantum state tomography via non-convex methods.
CoRR
Anastasios Kyrillidis, Amir Kalev, Dohyung Park, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi
2016 — conf
Fast Algorithms for Robust PCA via Gradient Descent.
NIPS
Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis
2016 J jnl
Fast Algorithms for Robust PCA via Gradient Descent.
CoRR
Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis
2016 J jnl
Finding Low-rank Solutions to Matrix Problems, Efficiently and Provably.
CoRR
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
2016 — conf
Finding low-rank solutions to smooth convex problems via the Burer-Monteiro approach.
Allerton
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
2016 J jnl
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach.
CoRR
Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi
2016 J jnl
Provable non-convex projected gradient descent for a class of constrained matrix optimization problems.
CoRR
Dohyung Park, Anastasios Kyrillidis, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi
2015 J jnl
On the multiuser diversity in SIMO interfering multiple access channels: Distributed user scheduling framework.
J. Commun. Networks
Won-Yong Shin, Dohyung Park, Bang Chul Jung
2015 A* conf
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons.
ICML
Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon
2015 J jnl
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons.
CoRR
Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon
2014 — conf
Greedy Subspace Clustering.
NIPS
Dohyung Park, Constantine Caramanis, Sujay Sanghavi
2014 J jnl
Greedy Subspace Clustering.
CoRR
Dohyung Park, Constantine Caramanis, Sujay Sanghavi
2012 J jnl
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks?
CoRR
Won-Yong Shin, Dohyung Park, Bang Chul Jung
2012 J jnl
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks?
IEEE Trans. Commun.
Won-Yong Shin, Dohyung Park, Bang Chul Jung
2012 J jnl
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks.
IEEE Trans. Commun.
Bang Chul Jung, Dohyung Park, Won-Yong Shin
2010 C conf
Ad hoc indoor peer-to-peer tracking using relative location estimation.
IPIN
Dohyung Park, Joonsung Kang, Eung Sun Kim
2010 J jnl
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Cellular Networks
CoRR
Bang Chul Jung, Dohyung Park, Won-Yong Shin
2009 B conf
Degrees of Freedom on the K-User MIMO Interference Channel with Constant Channel Coefficients for Downlink Communications.
GLOBECOM
Namyoon Lee, Dohyung Park, Young-Doo Kim
2008 B conf
Performance - complexity tradeoffs of rateless codes.
ISIT
Dohyung Park, Sae-Young Chung