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 | 286 | 2016 |
Fast Sampling of Diffusion Models with Exponential Integrator Q Zhang, Y Chen arXiv preprint arXiv:2204.13902, 2022 | 252 | 2022 |
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 | 236 | 2016 |
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 | 176 | 2020 |
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 | 163 | 2015 |
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 | 140 | 2021 |
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 | 138 | 2019 |
Optimal transport for Gaussian mixture models Y Chen, TT Georgiou, A Tannenbaum IEEE Access 7, 6269-6278, 2018 | 128 | 2018 |
Optimal transport over a linear dynamical system Y Chen, TT Georgiou, M Pavon IEEE Transactions on Automatic Control 62 (5), 2137-2152, 2017 | 120 | 2017 |
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 | 113 | 2016 |
Matrix optimal mass transport: a quantum mechanical approach Y Chen, TT Georgiou, A Tannenbaum IEEE Transactions on Automatic Control 63 (8), 2612-2619, 2018 | 86 | 2018 |
Diffusion normalizing flow Q Zhang, Y Chen Advances in Neural Information Processing Systems 34, 16280-16291, 2021 | 84 | 2021 |
Optimal transport in systems and control Y Chen, TT Georgiou, M Pavon Annual Review of Control, Robotics, and Autonomous Systems 4, 89-113, 2021 | 83 | 2021 |
gDDIM: Generalized denoising diffusion implicit models Q Zhang, M Tao, Y Chen arXiv preprint arXiv:2206.05564, 2022 | 77 | 2022 |
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 | 74 | 2019 |
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 | 62 | 2019 |
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 | 61* | 2021 |
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 | 55 | 2021 |
Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks J Fan, A Taghvaei, Y Chen arXiv preprint arXiv:2007.04462, 2020 | 50 | 2020 |
Variational Wasserstein gradient flow J Fan, A Taghvaei, Y Chen arXiv preprint arXiv:2112.02424, 2021 | 46 | 2021 |