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Yongxin Chen
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Cited by
Year
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
2912016
Fast Sampling of Diffusion Models with Exponential Integrator
Q Zhang, Y Chen
arXiv preprint arXiv:2204.13902, 2022
2582022
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
2392016
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
1802020
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
1642015
Stochastic Control Liaisons: Richard Sinkhorn Meets Gaspard Monge on a Schrödinger Bridge
Y Chen, TT Georgiou, M Pavon
SIAM Review 63 (2), 249-313, 2021
1432021
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
1392019
Optimal transport for Gaussian mixture models
Y Chen, TT Georgiou, A Tannenbaum
IEEE Access 7, 6269-6278, 2018
1292018
Optimal transport over a linear dynamical system
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 62 (5), 2137-2152, 2017
1212017
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
1162016
Matrix optimal mass transport: a quantum mechanical approach
Y Chen, TT Georgiou, A Tannenbaum
IEEE Transactions on Automatic Control 63 (8), 2612-2619, 2018
872018
Diffusion normalizing flow
Q Zhang, Y Chen
Advances in Neural Information Processing Systems 34, 16280-16291, 2021
862021
Optimal transport in systems and control
Y Chen, TT Georgiou, M Pavon
Annual Review of Control, Robotics, and Autonomous Systems 4, 89-113, 2021
832021
gDDIM: Generalized denoising diffusion implicit models
Q Zhang, M Tao, Y Chen
arXiv preprint arXiv:2206.05564, 2022
802022
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
752019
Multimarginal Optimal Transport with a Tree-Structured Cost and the Schrödinger Bridge Problem
I Haasler, A Ringh, Y Chen, J Karlsson
SIAM Journal on Control and Optimization 59 (4), 2428-2453, 2021
63*2021
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
622019
Multi-marginal optimal transport and probabilistic graphical models
I Haasler, R Singh, Q Zhang, J Karlsson, Y Chen
IEEE Transactions on Information Theory 67 (7), 4647-4668, 2021
572021
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks
J Fan, A Taghvaei, Y Chen
arXiv preprint arXiv:2007.04462, 2020
502020
Path Integral Sampler: a stochastic control approach for sampling
Q Zhang, Y Chen
arXiv preprint arXiv:2111.15141, 2021
492021
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Articles 1–20