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Xin Guo 0001
Person information
- affiliation: University of California, Berkeley, CA, USA
Other persons with the same name
- Xin Guo — disambiguation page
- Xin Guo 0002 — California Institute of Technology, Jet Propulsion Lab., Pasadena, CA, USA
- Xin Guo 0003
— Hong Kong Polytechnic University, Department of Applied Mathematics, Hong Kong (and 2 more)
- Xin Guo 0004
- Xin Guo 0005
- Xin Guo 0006
- Xin Guo 0007 — University of Delaware, Department of Electrical and Computer Engineering, Newark, DE, USA
- Xin Guo 0008
- Xin Guo 0009
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2020 – today
- 2024
- [j23]Haoyang Cao
Stochastic differential equation approximations of generative adversarial network training and its long-run behavior. J. Appl. Probab. 61(2): 465-489 (2024) - [j22]Haoyang Cao
Connecting GANs, Mean-Field Games, and Optimal Transport. SIAM J. Appl. Math. 84(4): 1255-1287 (2024) - [j21]Xin Guo
MF-OMO: An Optimization Formulation of Mean-Field Games. SIAM J. Control. Optim. 62(1): 243-270 (2024) - [c7]Haotian Gu
Transportation Marketplace Rate Forecast Using Signature Transform. KDD 2024: 4997-5005 - [i25]Haotian Gu, Timothy L. Jacobs, Philip M. Kaminsky, Xin Guo, Xinyu Li:
Transportation Market Rate Forecast Using Signature Transform. CoRR abs/2401.04857 (2024) - 2023
- [j20]Haotian Gu
Dynamic Programming Principles for Mean-Field Controls with Learning. Oper. Res. 71(4): 1040-1054 (2023) - [j19]Xin Guo
A General Framework for Learning Mean-Field Games. Math. Oper. Res. 48(2): 656-686 (2023) - [j18]Xin Guo
Reinforcement Learning for Linear-Convex Models with Jumps via Stability Analysis of Feedback Controls. SIAM J. Control. Optim. 61(2): 755-787 (2023) - [i24]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Feasibility and Transferability of Transfer Learning: A Mathematical Framework. CoRR abs/2301.11542 (2023) - [i23]Xin Guo, Anran Hu, Matteo Santamaria, Mahan Tajrobehkar, Junzi Zhang:
MFGLib: A Library for Mean-Field Games. CoRR abs/2304.08630 (2023) - [i22]Haoyang Cao, Haotian Gu, Xin Guo:
Feasibility of Transfer Learning: A Mathematical Framework. CoRR abs/2305.12985 (2023) - [i21]Xin Guo, Lihong Li, Sareh Nabi, Rabih Salhab, Junzi Zhang:
MESOB: Balancing Equilibria & Social Optimality. CoRR abs/2307.07911 (2023) - [i20]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Transfer Learning for Portfolio Optimization. CoRR abs/2307.13546 (2023) - [i19]Xin Guo, Yufei Zhang:
Towards An Analytical Framework for Potential Games. CoRR abs/2310.02259 (2023) - [i18]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Risk of Transfer Learning and its Applications in Finance. CoRR abs/2311.03283 (2023) - [i17]Xin Guo, Xinyu Li, Renyuan Xu:
Fast Policy Learning for Linear Quadratic Regulator with Entropy Regularization. CoRR abs/2311.14168 (2023) - 2022
- [j17]Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang:
Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon. J. Mach. Learn. Res. 23: 178:1-178:34 (2022) - [j16]Matteo Basei
Nonzero-Sum Stochastic Games and Mean-Field Games with Impulse Controls. Math. Oper. Res. 47(1): 341-366 (2022) - [j15]Xin Guo
Entropy Regularization for Mean Field Games with Learning. Math. Oper. Res. 47(4): 3239-3260 (2022) - [j14]Xin Guo, Wenpin Tang
A Class of Stochastic Games and Moving Free Boundary Problems. SIAM J. Control. Optim. 60(2): 758-785 (2022) - [c6]Xin Guo, Anran Hu, Junzi Zhang:
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. AAAI 2022: 6774-6782 - [i16]Haoyang Cao, Xin Guo, Guan Wang:
Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system. CoRR abs/2202.05795 (2022) - [i15]Xin Guo, Anran Hu, Junzi Zhang:
MF-OMO: An Optimization Formulation of Mean-Field Games. CoRR abs/2206.09608 (2022) - 2021
- [j13]Haotian Gu, Xin Guo, Xiaoli Wei
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis. SIAM J. Math. Data Sci. 3(4): 1168-1196 (2021) - [c5]Xin Guo, Johnny Hong, Tianyi Lin, Nan Yang:
Relaxed Wasserstein with Applications to GANs. ICASSP 2021: 3325-3329 - [i14]Xin Guo, Anran Hu, Yufei Zhang:
Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls. CoRR abs/2104.09311 (2021) - [i13]Haoyang Cao, Xin Guo:
Generative Adversarial Network: Some Analytical Perspectives. CoRR abs/2104.12210 (2021) - [i12]Haotian Gu, Xin Guo:
An SDE Framework for Adversarial Training, with Convergence and Robustness Analysis. CoRR abs/2105.08037 (2021) - [i11]Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu:
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach. CoRR abs/2108.02731 (2021) - [i10]Xin Guo, Anran Hu, Junzi Zhang:
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. CoRR abs/2109.06362 (2021) - 2020
- [i9]Haoyang Cao, Xin Guo, Mathieu Laurière:
Connecting GANs and MFGs. CoRR abs/2002.04112 (2020) - [i8]Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu:
Q-Learning for Mean-Field Controls. CoRR abs/2002.04131 (2020) - [i7]Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang:
A General Framework for Learning Mean-Field Games. CoRR abs/2003.06069 (2020) - [i6]Haoyang Cao, Xin Guo:
Approximation and convergence of GANs training: an SDE approach. CoRR abs/2006.02047 (2020) - [i5]Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang:
Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon. CoRR abs/2006.15316 (2020) - [i4]Xin Guo, Renyuan Xu, Thaleia Zariphopoulou:
Entropy Regularization for Mean Field Games with Learning. CoRR abs/2010.00145 (2020)
2010 – 2019
- 2019
- [j12]Xin Guo, Renyuan Xu:
Stochastic Games for Fuel Follower Problem: N versus Mean Field Game. SIAM J. Control. Optim. 57(1): 659-692 (2019) - [c4]Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang:
Learning Mean-Field Games. NeurIPS 2019: 4967-4977 - [c3]Tianyi Lin, Zhiyue Hu, Xin Guo:
Sparsemax and Relaxed Wasserstein for Topic Sparsity. WSDM 2019: 141-149 - 2018
- [i3]Tianyi Lin, Zhiyue Hu, Xin Guo:
Sparsemax and Relaxed Wasserstein for Topic Sparsity. CoRR abs/1810.09079 (2018) - 2017
- [i2]Xin Guo, Johnny Hong, Tianyi Lin, Nan Yang:
Relaxed Wasserstein with Applications to GANs. CoRR abs/1705.07164 (2017) - [i1]Xin Guo, Johnny Hong, Nan Yang:
Ambiguity set and learning via Bregman and Wasserstein. CoRR abs/1705.08056 (2017) - 2011
- [j11]Xin Guo, Philip M. Kaminsky, Pascal I. Tomecek, M. Yuen:
Optimal spot market inventory strategies in the presence of cost and price risk. Math. Methods Oper. Res. 73(1): 109-137 (2011) - 2010
- [j10]Mark H. A. Davis, Xin Guo, Guoliang Wu:
Impulse Control of Multidimensional Jump Diffusions. SIAM J. Control. Optim. 48(8): 5276-5293 (2010)
2000 – 2009
- 2009
- [j9]Xin Guo, Robert A. Jarrow, Yan Zeng:
Credit Risk Models with Incomplete Information. Math. Oper. Res. 34(2): 320-332 (2009) - [j8]Xin Guo, Pascal I. Tomecek:
A Class of Singular Control Problems and the Smooth Fit Principle. SIAM J. Control. Optim. 47(6): 3076-3099 (2009) - [j7]Xin Guo, Guoliang Wu:
Smooth Fit Principle for Impulse Control of Multidimensional Diffusion Processes. SIAM J. Control. Optim. 48(2): 594-617 (2009) - 2008
- [j6]Xin Guo, Pascal I. Tomecek:
Connections between Singular Control and Optimal Switching. SIAM J. Control. Optim. 47(1): 421-443 (2008) - [c2]Xin Guo, Pascal I. Tomecek:
Connecting singular control with optimal switching. CDC 2008: 1531-1536 - 2005
- [j5]Xin Guo, Jianjun Miao, Erwan Morellec:
Irreversible investment with regime shifts. J. Econ. Theory 122(1): 37-59 (2005) - [j4]Xin Guo, Qing Zhang:
Optimal selling rules in a regime switching model. IEEE Trans. Autom. Control. 50(9): 1450-1455 (2005) - [j3]Arindam Banerjee, Xin Guo, Hui Wang:
On the optimality of conditional expectation as a Bregman predictor. IEEE Trans. Inf. Theory 51(7): 2664-2669 (2005) - 2004
- [j2]Qing Zhang, Xin Guo:
Closed-Form Solutions for Perpetual American Put Options with Regime Switching. SIAM J. Appl. Math. 64(6): 2034-2049 (2004) - [j1]Xin Guo, Yingdong Lu
Optimal probabilistic routing in distributed parallel queues. SIGMETRICS Perform. Evaluation Rev. 32(2): 53-54 (2004) - [c1]Arindam Banerjee, Xin Guo, Hui Wang:
Optimal Bregman prediction and Jensen's equality. ISIT 2004: 169
Coauthor Index
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