Soomin Lee
Soomin Lee
Yahoo Research / Verizon Media
Verified email at verizonmedia.com - Homepage
Title
Cited by
Cited by
Year
Distributed random projection algorithm for convex optimization
S Lee, A Nedic
IEEE Journal of Selected Topics in Signal Processing 7 (2), 221-229, 2013
1672013
Communication-Efficient Algorithms for Decentralized and Stochastic Optimization
G Lan, S Lee, Y Zhou
https://arxiv.org/abs/1701.03961, 2017
1142017
On stochastic subgradient mirror-descent algorithm with weighted averaging
A Nedic, S Lee
SIAM Journal on Optimization 24 (1), 84-107, 2014
752014
Asynchronous gossip-based random projection algorithms over networks
S Lee, A Nedić
IEEE Transactions on Automatic Control 61 (4), 953-968, 2016
572016
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks
CA Uribe, S Lee, A Gasnikov, A Nedić
arXiv preprint arXiv:1809.00710, 2018
542018
Optimal Algorithms for Distributed Optimization
CA Uribe, S Lee, A Gasnikov, A Nedić
arXiv preprint arXiv:1712.00232, 2017
312017
Stochastic dual averaging for decentralized online optimization on time-varying communication graphs
S Lee, A Nedić, M Raginsky
IEEE Transactions on Automatic Control 62 (12), 6407-6414, 2017
282017
Decentralized online optimization with global objectives and local communication
A Nedić, S Lee, M Raginsky
American Control Conference (ACC), 2015, 4497-4503, 2015
242015
On the sublinear regret of distributed primal-dual algorithms for online constrained optimization
S Lee, MM Zavlanos
arXiv preprint arXiv:1705.11128, 2017
162017
Approximate Projections for Decentralized Optimization with Functional Constraints
S Lee, MM Zavlanos
arXiv preprint arXiv:1509.08007, 2015
15*2015
Coordinate dual averaging for decentralized online optimization with nonseparable global objectives
S Lee, A Nedić, M Raginsky
IEEE Transactions on Control of Network Systems 5 (1), 34-44, 2018
132018
Distributed continuous-time online optimization using saddle-point methods
S Lee, A Ribeiro, MM Zavlanos
Decision and Control (CDC), 2016 IEEE 55th Conference on, 4314-4319, 2016
122016
Distributed primal-dual methods for online constrained optimization
S Lee, MM Zavlanos
American Control Conference (ACC), 2016, 7171-7176, 2016
112016
Distributed Active State Estimation with User-Specified Accuracy
C Freundlich, S Lee, MM Zavlanos
arXiv preprint arXiv:1706.01576, 2017
92017
Complexity Certification of a Distributed Augmented Lagrangian Method
S Lee, N Chatzipanagiotis, MM Zavlanos
IEEE Transactions on Automatic Control 63 (3), 827-834, 2018
82018
Drsvm: Distributed random projection algorithms for svms
S Lee, A Nedić
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, 5286-5291, 2012
82012
Distributed constrained online learning
S Paternain, S Lee, MM Zavlanos, A Ribeiro
IEEE Transactions on Signal Processing 68, 3486-3499, 2020
62020
Approximate projections for decentralized optimization with SDP constraints
S Lee, MM Zavlanos
Decision and Control (CDC), 2016 IEEE 55th Conference on, 1030-1035, 2016
52016
A distributed augmented Lagrangian method for model predictive control
S Lee, N Chatzipanagiotis, MM Zavlanos
Decision and Control (CDC), 2017 IEEE 56th Annual Conference on, 2888-2893, 2017
42017
Gossip-based random projection algorithm for distributed optimization: Error bound
S Lee, A Nedic
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on, 6874-6879, 2013
42013
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