Yongxin Chen
Yongxin Chen
Assistant Professor
Dirección de correo verificada de gatech.edu - Página principal
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On the relation between optimal transport and Schrödinger bridges: A stochastic control viewpoint
Y Chen, TT Georgiou, M Pavon
Journal of Optimization Theory and Applications 169 (2), 671-691, 2016
1602016
Optimal steering of a linear stochastic system to a final probability distribution, Part I
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 61 (5), 1158-1169, 2016
1192016
Optimal steering of a linear stochastic system to a final probability distribution, Part II
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 61 (5), 1170-1180, 2015
942015
Optimal transport over a linear dynamical system
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 62 (5), 2137-2152, 2017
872017
Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications
S Lu, I Tsaknakis, M Hong, Y Chen
IEEE Transactions on Signal Processing 68, 3676-3691, 2020
622020
Entropic and Displacement Interpolation: A Computational Approach Using the Hilbert Metric
Y Chen, T Georgiou, M Pavon
SIAM Journal on Applied Mathematics 76 (6), 2375-2396, 2016
602016
Optimal transport for Gaussian mixture models
Y Chen, TT Georgiou, A Tannenbaum
IEEE Access 7, 6269-6278, 2018
552018
Matrix optimal mass transport: a quantum mechanical approach
Y Chen, TT Georgiou, A Tannenbaum
IEEE Transactions on Automatic Control 63 (8), 2612-2619, 2018
552018
Optimal Steering of a Linear Stochastic System to a Final Probability Distribution—Part III
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 63 (9), 3112-3118, 2018
542018
Provably global convergence of actor-critic: A case for linear quadratic regulator with ergodic cost
Z Yang, Y Chen, M Hong, Z Wang
Advances in Neural Information Processing Systems, 8353-8365, 2019
49*2019
On the matrix Monge–Kantorovich problem
Y Chen, W Gangbo, TT Georgiou, A Tannenbaum
European Journal of Applied Mathematics 31 (4), 574-600, 2020
312020
Network curvature as a hallmark of brain structural connectivity
H Farooq, Y Chen, TT Georgiou, A Tannenbaum, C Lenglet
Nature Communications 10 (1), 1-11, 2019
302019
On the definiteness of graph Laplacians with negative weights: Geometrical and passivity-based approaches
Y Chen, SZ Khong, TT Georgiou
American Control Conference (ACC), 2016, 2488-2493, 2016
272016
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games
Z Fu, Z Yang, Y Chen, Z Wang
arXiv preprint arXiv:1910.07498, 2019
262019
Robust transport over networks
Y Chen, T Georgiou, M Pavon, A Tannenbaum
IEEE Transactions on Automatic Control 62 (9), 4675-4682, 2017
262017
Fast cooling for a system of stochastic oscillators
Y Chen, TT Georgiou, M Pavon
Journal of Mathematical Physics 56 (11), 113302, 2015
262015
Vector-valued optimal mass transport
Y Chen, TT Georgiou, A Tannenbaum
SIAM Journal on Applied Mathematics 78 (3), 1682-1696, 2018
252018
Low-complexity modeling of partially available second-order statistics: theory and an efficient matrix completion algorithm
A Zare, Y Chen, MR Jovanović, TT Georgiou
IEEE Transactions on Automatic Control 62 (3), 1368-1383, 2017
242017
Characterizing the Positive Semidefiniteness of Weighted Laplacians via Generalized Effective Resistances
W Chen, J Liu, Y Chen, SZ Khong, D Wang, T Basar, L Qiu, K Johansson
Proc. 55th IEEE Conf. Decision Control, 2016
24*2016
Optimal steering of inertial particles diffusing anisotropically with losses
Y Chen, T Georgiou, M Pavon
American Control Conference (ACC), 2015, 1252-1257, 2015
212015
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Artículos 1–20