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2020 – today
- 2022
[c9]Ningyuan Chen, Xuefeng Gao, Yi Xiong:
Debiasing Samples from Online Learning Using Bootstrap. AISTATS 2022: 8514-8533- 2021
- [j4]Mert Gürbüzbalaban, Xuefeng Gao, Yuanhan Hu, Lingjiong Zhu:
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo. J. Mach. Learn. Res. 22: 239:1-239:69 (2021) - [c8]Xiang Zhou, Yi Xiong, Ningyuan Chen, Xuefeng Gao:
Regime Switching Bandits. NeurIPS 2021: 4542-4554 - [i7]Yi Xiong, Ningyuan Chen, Xuefeng Gao, Xiang Zhou:
Sublinear Regret for Learning POMDPs. CoRR abs/2107.03635 (2021) - [i6]Ningyuan Chen, Xuefeng Gao, Yi Xiong:
Debiasing Samples from Online Learning Using Bootstrap. CoRR abs/2108.00236 (2021) - 2020
- [c7]Rong Xiang, Xuefeng Gao, Yunfei Long, Anran Li, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang:
Ciron: a New Benchmark Dataset for Chinese Irony Detection. LREC 2020: 5714-5720 - [c6]Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu:
Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization. NeurIPS 2020 - [c5]Yinfei Lv, Huorong Ren, Xuefeng Gao, Tong Sun, Haopeng Zhang, Xinyu Guo:
Multi-scale Risk Assessment Model of Network Security Based on LSTM. VECoS 2020: 257-267 - [i5]Xiang Zhou, Ningyuan Chen, Xuefeng Gao, Yi Xiong:
Regime Switching Bandits. CoRR abs/2001.09390 (2020) - [i4]Mert Gürbüzbalaban, Xuefeng Gao, Yuanhan Hu, Lingjiong Zhu:
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo. CoRR abs/2007.00590 (2020) - [i3]Xuefeng Gao, Zuo Quan Xu
, Xun Yu Zhou:
State-Dependent Temperature Control for Langevin Diffusions. CoRR abs/2011.07456 (2020)
2010 – 2019
- 2018
- [j3]Xuefeng Gao, Lingjiong Zhu:
Functional central limit theorems for stationary Hawkes processes and application to infinite-server queues. Queueing Syst. Theory Appl. 90(1-2): 161-206 (2018) - [c4]Longxing Li, Chu-Ren Huang, Xuefeng Gao:
A SkE-Assisted Comparison of Three "Prestige" Near Synonyms in Chinese. CLSW 2018: 256-266 - [c3]Xuefeng Gao, Sophia Yat Mei Lee:
Exclamative Sentences in Emotion Expressions in Mandarin Chinese: A Corpus-based Approach. PACLIC 2018 - [i2]Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu:
Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Non-Convex Stochastic Optimization: Non-Asymptotic Performance Bounds and Momentum-Based Acceleration. CoRR abs/1809.04618 (2018) - [i1]Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu:
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization. CoRR abs/1812.07725 (2018) - 2017
- [c2]Xuefeng Gao, Yat-Mei Lee:
A Corpus-based Analysis of Near-Synonymous Sentence-final Particles in Mandarin Chinese: "bale" and "eryi". PACLIC 2017: 222-230 - 2016
- [j2]Xuefeng Gao, Christophe Arpin, Jacqueline Marvel, Sotiris A. Prokopiou, Olivier Gandrillon, Fabien Crauste:
IL-2 sensitivity and exogenous IL-2 concentration gradient tune the productive contact duration of CD8+ T cell-APC: a multiscale modeling study. BMC Syst. Biol. 10: 77 (2016) - 2014
- [j1]Jim G. Dai, A. B. Dieker, Xuefeng Gao:
Validity of heavy-traffic steady-state approximations in many-server queues with abandonment. Queueing Syst. Theory Appl. 78(1): 1-29 (2014) - 2011
- [c1]Xuefeng Gao, Sabin Tabirca, Mark Tangney:
Computer simulation of Salmonella typhimurium accumulation within tumors. CMSB 2011: 113-119
Coauthor Index
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