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Ma, Yi-An
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1

Estimate exponential memory decay in hidden Markov model an..:

Ye, Felix X.-F. ; Ma, Yi-an ; Qian, Hong
Physica D: Nonlinear Phenomena.  460 (2024)  - p. 134053 , 2024
Link: https://doi.org/10.1016/..
 
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2

Deep Bayesian Active Learning for Accelerating Stochastic S..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Wu, Dongxia ; Niu, Ruijia ; Chinazzi, Matteo... - p. 2559-2569 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Bayesian Robustness: A Nonasymptotic Viewpoint:

Bhatia, Kush ; Ma, Yi-An ; Dragan, Anca D...
Journal of the American Statistical Association.  119 (2023)  546 - p. 1112-1123 , 2023
Link: https://doi.org/10.1080/..
 
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4

Multi-fidelity Hierarchical Neural Processes:

, In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Wu, Dongxia ; Chinazzi, Matteo ; Vespignani, Alessandro.. - p. 2029-2038 , 2022
Link: https://dl.acm.org/doi/1..
 
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5

Quantifying Uncertainty in Deep Spatiotemporal Forecasting:

, In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining,
Wu, Dongxia ; Gao, Liyao ; Chinazzi, Matteo... - p. 1841-1851 , 2021
Link: https://dl.acm.org/doi/1..
 
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6

Sampling can be faster than optimization:

Ma, Yi-An ; Chen, Yuansi ; Jin, Chi..
Proceedings of the National Academy of Sciences.  116 (2019)  42 - p. 20881-20885 , 2019
Link: https://doi.org/10.1073/..
 
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7

Stochastic Gradient MCMC for State Space Models:

Aicher, Christopher ; Ma, Yi-An ; Foti, Nicholas J..
SIAM Journal on Mathematics of Data Science.  1 (2019)  3 - p. 555-587 , 2019
Link: https://doi.org/10.1137/..
 
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8

Sampling can be faster than optimization:

Ma, Yi-An ; Chen, Yuansi ; Jin, Chi..
Proceedings of the National Academy of Sciences of the United States of America.  116 (2019)  42 - p. 20881-20885 , 2019
Link: https://www.jstor.org/st..
 
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9

Irreversible samplers from jump and continuous Markov proce..:

Ma, Yi-An ; Fox, Emily B. ; Chen, Tianqi.
Statistics and Computing.  29 (2018)  1 - p. 177-202 , 2018
Link: https://doi.org/10.1007/..
 
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10

A thermodynamic theory of ecology: Helmholtz theorem for Lo..:

Ma, Yi-An ; Qian, Hong
Proceedings: Mathematical, Physical and Engineering Sciences.  471 (2015)  2183 - p. 1-16 , 2015
Link: https://www.jstor.org/st..
 
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11

Universal ideal behavior and macroscopic work relation of l..:

Ma, Yi-An ; Qian, Hong
New Journal of Physics.  17 (2015)  6 - p. 065013 , 2015
Link: https://doi.org/10.1088/..
 
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12

Lyapunov function as potential function: A dynamical equiva..:

Yuan, Ruo-Shi ; Ma, Yi-An ; Yuan, Bo.
Chinese Physics B.  23 (2014)  1 - p. 010505 , 2014
Link: https://doi.org/10.1088/..
 
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13

Discovering Mixtures of Structural Causal Models from Time ..:

Varambally, Sumanth ; Ma, Yi-An ; Yu, Rose
http://arxiv.org/abs/2310.06312.  , 2023
Link: http://arxiv.org/abs/231..
 
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14

Posterior Sampling with Delayed Feedback for Reinforcement ..:

Kuang, Nikki Lijing ; Yin, Ming ; Wang, Mengdi..
http://arxiv.org/abs/2310.18919.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

Langevin Thompson Sampling with Logarithmic Communication: ..:

Karbasi, Amin ; Kuang, Nikki Lijing ; Ma, Yi-An.
http://arxiv.org/abs/2306.08803.  , 2023
Link: http://arxiv.org/abs/230..
 
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