Yi-An Ma
Cited by
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Single-cell mRNA quantification and differential analysis with Census
X Qiu, A Hill, J Packer, D Lin, YA Ma, C Trapnell
Nature methods 14 (3), 309, 2017
A complete recipe for stochastic gradient MCMC
YA Ma, T Chen, E Fox
Advances in Neural Information Processing Systems, 2917-2925, 2015
On the theory of variance reduction for stochastic gradient Monte Carlo
NS Chatterji, N Flammarion, YA Ma, PL Bartlett, MI Jordan
arXiv preprint arXiv:1802.05431, 2018
Exploring a noisy van der Pol type oscillator with a stochastic approach
R Yuan, X Wang, Y Ma, B Yuan, P Ao
Physical Review E 87 (6), 062109, 2013
Sampling can be faster than optimization
YA Ma, Y Chen, C Jin, N Flammarion, MI Jordan
Proceedings of the National Academy of Sciences 116 (42), 20881-20885, 2019
Dynamical behaviors determined by the Lyapunov function in competitive Lotka-Volterra systems
Y Tang, R Yuan, Y Ma
Physical Review E 87 (1), 012708, 2013
Is There an Analog of Nesterov Acceleration for MCMC?
YA Ma, N Chatterji, X Cheng, N Flammarion, P Bartlett, MI Jordan
arXiv preprint arXiv:1902.00996, 2019
Potential function in dynamical systems and the relation with Lyapunov function
R Yuan, Y Ma, B Yuan, P Ao
Proceedings of the 30th Chinese Control Conference, 6573-6580, 2011
Lyapunov function as potential function: A dynamical equivalence
Y Ruo-Shi, M Yi-An, Y Bo, A Ping
Chinese Physics B 23 (1), 010505, 2013
Irreversible samplers from jump and continuous Markov processes
YA Ma, EB Fox, T Chen, L Wu
Statistics and Computing 29 (1), 177-202, 2019
Potential function in a continuous dissipative chaotic system: Decomposition scheme and role of strange attractor
Y Ma, Q Tan, R Yuan, B Yuan, P Ao
International Journal of Bifurcation and Chaos 24 (02), 1450015, 2014
Deep mixture of experts via shallow embedding
X Wang, F Yu, L Dunlap, YA Ma, R Wang, A Mirhoseini, T Darrell, ...
arXiv preprint arXiv:1806.01531, 2018
Mapping Vector Field of Single Cells
X Qiu, Y Zhang, D Yang, S Hosseinzadeh, L Wang, R Yuan, S Xu, Y Ma, ...
bioRxiv, 696724, 2019
Stochastic gradient MCMC methods for hidden Markov models
YA Ma, NJ Foti, EB Fox
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
A thermodynamic theory of ecology: Helmholtz theorem for Lotka–Volterra equation, extended conservation law, and stochastic predator–prey dynamics
YA Ma, H Qian
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015
Universal ideal behavior and macroscopic work relation of linear irreversible stochastic thermodynamics
YA Ma, H Qian
New Journal of Physics 17 (6), 065013, 2015
Stochastic Gradient MCMC for State Space Models
C Aicher, YA Ma, NJ Foti, EB Fox
SIAM Journal on Mathematics of Data Science 1 (3), 555-587, 2019
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm
W Mou, YA Ma, MJ Wainwright, PL Bartlett, MI Jordan
arXiv preprint arXiv:1908.10859, 2019
Estimate exponential memory decay in hidden Markov model and its applications
FXF Ye, Y Ma, H Qian
arXiv preprint arXiv:1710.06078, 2017
Lyapunov functions in piecewise linear systems: From fixed point to limit cycle
Y Ma, R Yuan, Y Li, P Ao, B Yuan
arXiv preprint arXiv:1306.6880, 2013
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