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Xi Chen 0010

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Person information

affiliation: New York University, Stern School of Business, NY, USA
affiliation (former): University of California at Berkeley, CA, USA
affiliation (PhD 2013): Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, USA

Other persons with the same name

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Xi Chen — disambiguation page
Xi Chen 0001 — Columbia University, New York City, NY, USA (and 2 more)
Xi Chen 0002 — Huazhong University of Science and Technology, School of Automation, Wuhan, China
Xi Chen 0003 — Tencent Inc., Jarvis Research Center, Shenzhen, China (and 1 more)
Xi Chen 0004 — Harbin Institute of Technology, Department of Information Engineering, China (and 1 more)
Xi Chen 0005 — Xidian University, National Key Laboratory of Antennas and Microwave Technology, Xi'an, China
Xi Chen 0006 — Chinese Academy of Sciences, Institute of Atmospheric Physics, Beijing, China
Xi Chen 0007 — Chinese Academy of Sciences, State Key Laboratory of Desert and Oasis Ecology, Urumqi, China
Xi Chen 0008 — University of Michigan-Dearborn, Department of Industrial & Manufacturing Systems Engineering, MI, USA (and 1 more)
Xi Chen 0009 — Samsung AI Center Montreal, QC, Canada (and 1 more)

Xi Chen 0011 — Chinese Academy of Sciences, Xinjiang Institute of Geography and Ecology, Urumqi, China
Xi Chen 0012 — Peking University, Institute of Remote Sensing and GIS, School of Earth and Space Science, Beijing, China (and 1 more)
Xi Chen 0013 — National University of Defense Technology, College of Science, Changsha, China
Xi Chen 0014 — Global Energy Interconnection Research Institute North America, Santa Clara, CA, USA (and 3 more)
Xi Chen 0015 — Imperial College London, UK
Xi Chen 0016 — University of Maryland, College Park, MD, USA
Xi Chen 0017 — Aalto University, Helsinki, Finland
Xi Chen 0018 — Nokia Bell Labs, Murray Hill, NJ, USA (and 1 more)
Xi Chen 0019 — Nanjing University, School of Business, China
Xi Chen 0020 — University of Science and Technology of China, Department of Automation, Hefei, China
Xi Chen 0021 — Nanjing University of Science and Technology, School of Mechanical Engineering, China
Xi Chen 0022 (aka: Peter Xi Chen) — covariant.ai, Emeryville, CA, USA (and 1 more)
Xi Chen 0023 — Wuhan University, School of Computer Science, China
Xi Chen 0024 — SpringSoft Inc., San Jose, CA, USA (and 2 more)
Xi Chen 0025 — Zhejiang University, School of Management, Hangzhou, China (and 1 more)
Xi Chen 0026 — Southwest University for Nationalities, Southwest University for Nationalities, Chengdu, China
Xi Chen 0027 — Broadcom Corporation, Irvine, CA, USA
Xi Chen 0028 — Beihang University, Fundamental Science on Novel Inertial Instrument and Navigation System Technology Laboratory, Beijing, China
Xi Chen 0029 — Northeast Petroleum University, College of Chemistry and Chemical Engineering, Daqing, China (and 1 more)
Xi Chen 0030 — University of Texas at Dallas, Center for Vital Longevity, School of Behavioral and Brain Sciences, TX, USA
Xi Chen 0031 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
Xi Chen 0032 — Nanjing University of Aeronautics and Astronautics, School of Civil Aviation, China (and 2 more)
Xi Chen 0033 — NVIDIA, Inc., Santa Clara, CA, USA (and 1 more)
Xi Chen 0034 — RWTH Aachen University, Chair of Databases and Information Systems, Germany
Xi Chen 0035 — Tianjin University, Institute of Surface-Earth System Science, Tianjin, China
Xi Chen 0036 — Tsinghua University, Department of Automation, Center for Intelligent and Networked System, Beijing, China
Xi Chen 0037 — Nanjing University, School of Management, Department of E-Commerce, Nanjing, China
Xi Chen 0038 — Vrije Universiteit Amsterdam, The Netherlands (and 1 more)
Xi Chen 0039 — Southern University of Science and Technology, Department of Biology, Shenzhen, China (and 3 more)
Xi Chen 0040 — Virginia Tech, Department of Industrial and Systems Engineering, Blacksburg, VA, USA (and 1 more)
Xi Chen 0041 — Wuhan University, School of Electronic Information, China
Xi Chen 0042 — Department of Computer Science, University of Bath, Bath, UK (and 1 more)
Xi Chen 0043 — National University of Defense Technology, Institute of Meteorology and Oceanography, Nanjing, China
Xi Chen 0044 — Hebei University of Technology, School of Electronic and Information Engineering, Tianjin, China (and 1 more)
Xi Chen 0045 — Henan Key Laboratory of Network Cryptography Technology, Zhengzhou, China
Xi Chen 0046 — Jiangsu University, School of Electrical and Information Engineering, Zhenjiang, China
Xi Chen 0047 — China Three Gorges University, College of Electrical Engineering and New Energy, Yichang, China
Xi Chen 0048 — Guizhou Normal University, School of Big Data and Computer Science, Guiyang, China (and 1 more)
Xi Chen 0049 — LinkedIn Corporation, Sunnyvale, CA, USA (and 1 more)
Xi Chen 0051 — KTH Royal Institute of Technology, Stockholm, Sweden (and 1 more)
Xi Chen 0052 — China Earthquake Administration, Institute of Crustal Dynamics, Beijing, China
Xi Chen 0053 — Cedars-Sinai Medical Center, Department of Imaging and Medicine, Los Angeles, CA, USA
Xi Chen 0054 — University of Kentucky, Department of Molecular and Cellular Biochemistry, Lexington, KY, USA
Xi Chen 0055 — Peking University, Advanced Institute of Information Technology, Hangzhou, China
Xi Chen 0056 — Simons Foundation, Flatiron Institute, Center for Computational Biology, New York, NY, USA (and 1 more)
Xi Chen 0057 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, Wuhan, China
Xi Chen 0058 — Tsinghua University, National Research Center for Information Science and Technology, Beijing, China
Xi Chen 0059 — Shanghai University, Department of Physics, China (and 2 more)
Xi Chen 0060 — Pennsylvania State University, Department of Mechanical Engineering, University Park, PA, USA
Xi Chen 0061 — National University of Defense Technology, College of Systems Engineering, Changsha, China
Xi Chen 0062 — Shanghai Jiao Tong University, Department of Micro/Nano Electronics, China
Xi Chen 0063 — Linklogis, Shenzhen, China (and 1 more)
Xi Chen 0064 — Tianjin University, School of Electrical and Information Engineering, China
Xi Chen 0065 — Tianjin University, State Key Laboratory of Precision Measuring Technology and Instruments, China
Xi Chen 0066 — Southwest Jiaotong University, MoE Key Laboratory of Magnetic Suspension Technology and Maglev Vehicle, Chengdu, China
Xi Chen 0067 — Fujian Normal University, College of Physics and Energy, Fuzhou, China (and 1 more)
Xi Chen 0068 — University of Michigan, Electrical Engineering and Computer Science Department, USA
Xi Chen 0069 — Nanyang Technological University, School of Computer Engineering, Singapore
Xi Chen 0070 — University College Dublin, UCD, School of Electrical and Electronic Engineering, Ireland
Xi Chen 0071 — Google DeepMind, Google Research, Mountain View, USA (and 1 more)
Xi Chen 0072 — Fudan University, Shanghai, China
Xi Chen 0073 — University of Science and Technology of China, School of Computer Science and Technology, Hefei, China
Xi Chen 0074 — University of Arizona, Tucson, USA
Xi Chen 0075 — Zhejiang University, State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Hangzhou, China
Xi Chen 0076 — University of Illinois Urbana-Champaign, Department of Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, IL, USA
Xi Chen 0077 — National University of Defense Technology, College of Systems and Engineering, Changsha, Hunan, China (and 1 more)
Xi Chen 0078 — Wuhan University, School of Computer Science, Hubei, China

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2020 – today

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2024
[j21]
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Xi Chen, Akshay Krishnamurthy, Yining Wang:
Robust Dynamic Assortment Optimization in the Presence of Outlier Customers. Oper. Res. 72(3): 999-1015 (2024)
[j20]
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Rui Gao, Xi Chen, Anton J. Kleywegt:
Wasserstein Distributionally Robust Optimization and Variation Regularization. Oper. Res. 72(3): 1177-1191 (2024)
[j19]
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Xi Chen, Will Ma, David Simchi-Levi, Linwei Xin:
Assortment Planning for Recommendations at Checkout Under Inventory Constraints. Math. Oper. Res. 49(1): 297-325 (2024)
2023
[j18]
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Xi Chen, Sentao Miao, Yining Wang:
Differential Privacy in Personalized Pricing with Nonparametric Demand Models. Oper. Res. 71(2): 581-602 (2023)
[j17]
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Xi Chen, Yining Wang:
Robust Dynamic Pricing with Demand Learning in the Presence of Outlier Customers. Oper. Res. 71(4): 1362-1386 (2023)
[j16]
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Xi Chen, Quanquan Liu, Yining Wang:
Active Learning for Contextual Search with Binary Feedback. Manag. Sci. 69(4): 2165-2181 (2023)
[c25]
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  - conf/defi/0002ZLC0D23
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Yuhao Li, Mengqian Zhang, Jichen Li, Elynn Chen, Xi Chen, Xiaotie Deng:
MEV Makes Everyone Happy under Greedy Sequencing Rule. DeFi@CCS 2023: 9-15
[c24]
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Shuting Shen, Xi Chen, Ethan X. Fang, Junwei Lu:
Combinatorial Inference on the Optimal Assortment in the Multinomial Logit Model. EC 2023: 1080
[i25]
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  - journals/corr/abs-2309-12640
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Yuhao Li, Mengqian Zhang, Jichen Li, Elynn Chen, Xi Chen, Xiaotie Deng:
MEV Makes Everyone Happy under Greedy Sequencing Rule. CoRR abs/2309.12640 (2023)
[i24]
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  - journals/corr/abs-2311-16528
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Xi Chen, David Simchi-Levi, Yining Wang:
Utility Fairness in Contextual Dynamic Pricing with Demand Learning. CoRR abs/2311.16528 (2023)
2022
[j15]
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  - journals/jmlr/00100LZ22
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Xi Chen, Bo Jiang, Tianyi Lin, Shuzhong Zhang:
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling. J. Mach. Learn. Res. 23: 90:1-90:38 (2022)
[j14]
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Xi Chen, Zachary Owen, Clark Pixton, David Simchi-Levi:
A Statistical Learning Approach to Personalization in Revenue Management. Manag. Sci. 68(3): 1923-1937 (2022)
[j13]
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Xi Chen, David Simchi-Levi, Yining Wang:
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. Manag. Sci. 68(7): 4878-4898 (2022)
[j12]
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Xi Chen, Yunxiao Chen, Xiaoou Li:
Asymptotically Optimal Sequential Design for Rank Aggregation. Math. Oper. Res. 47(3): 2310-2332 (2022)
[c23]
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  - conf/ijcai/ZhaoCZZ22
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Zishuo Zhao, Xi Chen, Xuefeng Zhang, Yuan Zhou:
Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms. IJCAI 2022: 4701-4708
[i23]
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  - journals/corr/abs-2207-06318
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Zishuo Zhao, Xi Chen, Xuefeng Zhang, Yuan Zhou:
Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms. CoRR abs/2207.06318 (2022)
[i22]
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  - journals/corr/abs-2207-11159
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Xi Chen, Jiameng Lyu, Yining Wang, Yuan Zhou:
Fairness-aware Network Revenue Management with Demand Learning. CoRR abs/2207.11159 (2022)
[i21]
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  - journals/corr/abs-2209-13099
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Zishuo Zhao, Xi Chen, Yuan Zhou:
Bayesian-Nash-Incentive-Compatible Mechanism for Blockchain Transaction Fee Allocation. CoRR abs/2209.13099 (2022)
2021
[j11]
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  - journals/ior/ChenHJRZ21
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Xi Chen, Simai He, Bo Jiang, Christopher Thomas Ryan, Teng Zhang:
The Discrete Moment Problem with Nonconvex Shape Constraints. Oper. Res. 69(1): 279-296 (2021)
[j10]
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Xi Chen, Yining Wang, Yuan Zhou:
Optimal Policy for Dynamic Assortment Planning Under Multinomial Logit Models. Math. Oper. Res. 46(4): 1639-1657 (2021)
[c22]
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  - conf/aistats/LiWCZ21
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Yingkai Li, Yining Wang, Xi Chen, Yuan Zhou:
Tight Regret Bounds for Infinite-armed Linear Contextual Bandits. AISTATS 2021: 370-378
[i20]
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  - journals/corr/abs-2109-04615
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Xi Chen, Sentao Miao, Yining Wang:
Differential Privacy in Personalized Pricing with Nonparametric Demand Models. CoRR abs/2109.04615 (2021)
2020
[j9]
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Xi Chen, Yining Wang, Yuan Zhou:
Dynamic Assortment Optimization with Changing Contextual Information. J. Mach. Learn. Res. 21: 216:1-216:44 (2020)
[c21]
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  - conf/icdm/ZhangLCJTL20
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Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li:
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. ICDM 2020: 781-790
[i19]
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  - journals/corr/abs-2003-07017
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Xi Chen, Yining Wang:
Uncertainty Quantification for Demand Prediction in Contextual Dynamic Pricing. CoRR abs/2003.07017 (2020)
[i18]
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  - journals/corr/abs-2009-12920
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Xi Chen, David Simchi-Levi, Yining Wang:
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. CoRR abs/2009.12920 (2020)
[i17]
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  - journals/corr/abs-2010-01265
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Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li:
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. CoRR abs/2010.01265 (2020)

2010 – 2019

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2019
[j8]
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Xi Chen, Tengyu Ma, Jiawei Zhang, Yuan Zhou:
Optimal Design of Process Flexibility for General Production Systems. Oper. Res. 67(2): 516-531 (2019)
[j7]
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Xi Chen, Yining Wang, Yu-Xiang Wang:
Technical Note - Nonstationary Stochastic Optimization Under L_{p, q}-Variation Measures. Oper. Res. 67(6): 1752-1765 (2019)
[i16]
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  - journals/corr/abs-1901-01992
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Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen, Alan Malek:
Large-Scale Markov Decision Problems via the Linear Programming Dual. CoRR abs/1901.01992 (2019)
[i15]
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  - journals/corr/abs-1910-04183
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Xi Chen, Akshay Krishnamurthy, Yining Wang:
Robust Dynamic Assortment Optimization in the Presence of Outlier Customers. CoRR abs/1910.04183 (2019)
2018
[j6]
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  - journals/orl/ChenW18
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Xi Chen, Yining Wang:
A note on a tight lower bound for capacitated MNL-bandit assortment selection models. Oper. Res. Lett. 46(5): 534-537 (2018)
[j5]
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Xi Chen, Sivakanth Gopi, Jieming Mao, Jon Schneider:
Optimal Instance Adaptive Algorithm for the Top-K Ranking Problem. IEEE Trans. Inf. Theory 64(9): 6139-6160 (2018)
[c20]
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  - conf/nips/WangCZ18
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Yining Wang, Xi Chen, Yuan Zhou:
Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models. NeurIPS 2018: 3105-3114
[c19]
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  - conf/soda/ChenLM18
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Xi Chen, Yuanzhi Li, Jieming Mao:
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model. SODA 2018: 2504-2522
[i14]
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  - journals/corr/abs-1805-04785
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Yining Wang, Xi Chen, Yuan Zhou:
Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models. CoRR abs/1805.04785 (2018)
[i13]
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  - journals/corr/abs-1806-02894
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Xi Chen, Tengyu Ma, Jiawei Zhang, Yuan Zhou:
Optimal Design of Process Flexibility for General Production Systems. CoRR abs/1806.02894 (2018)
[i12]
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  - journals/corr/abs-1806-10410
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Xi Chen, Yining Wang, Yuan Zhou:
Dynamic Assortment Selection under the Nested Logit Models. CoRR abs/1806.10410 (2018)
[i11]
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  - journals/corr/abs-1810-13069
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Xi Chen, Yining Wang, Yuan Zhou:
Dynamic Assortment Optimization with Changing Contextual Information. CoRR abs/1810.13069 (2018)
2017
[c18]
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  - conf/icml/ChenC0Z17
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Jiecao Chen, Xi Chen, Qin Zhang, Yuan Zhou:
Adaptive Multiple-Arm Identification. ICML 2017: 722-730
[c17]
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Xi Chen, Sivakanth Gopi, Jieming Mao, Jon Schneider:
Competitive analysis of the top-K ranking problem. SODA 2017: 1245-1264
[i10]
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Jiecao Chen, Xi Chen, Qin Zhang, Yuan Zhou:
Adaptive Multiple-Arm Identification. CoRR abs/1706.01026 (2017)
[i9]
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Xi Chen, Yuanzhi Li, Jieming Mao:
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model. CoRR abs/1707.08238 (2017)
[i8]
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  - journals/corr/abs-1708-03020
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Xi Chen, Yining Wang, Yu-Xiang Wang:
Non-stationary Stochastic Optimization with Local Spatial and Temporal Changes. CoRR abs/1708.03020 (2017)
[i7]
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  - journals/corr/abs-1709-06109
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Xi Chen, Yining Wang:
A Note on Tight Lower Bound for MNL-Bandit Assortment Selection Models. CoRR abs/1709.06109 (2017)
[i6]
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  - journals/corr/abs-1712-06050
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Rui Gao, Xi Chen, Anton J. Kleywegt:
Wasserstein Distributional Robustness and Regularization in Statistical Learning. CoRR abs/1712.06050 (2017)
2016
[i5]
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  - journals/corr/ChenGMS16
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Xi Chen, Sivakanth Gopi, Jieming Mao, Jon Schneider:
Competitive analysis of the top-K ranking problem. CoRR abs/1605.03933 (2016)
2015
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  - journals/ior/ChenZZ15
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Xi Chen, Jiawei Zhang, Yuan Zhou:
Optimal Sparse Designs for Process Flexibility via Probabilistic Expanders. Oper. Res. 63(5): 1159-1176 (2015)
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Qihang Lin, Xi Chen, Javier Peña:
A trade execution model under a composite dynamic coherent risk measure. Oper. Res. Lett. 43(1): 52-58 (2015)
2014
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Qihang Lin, Xi Chen, Javier Peña:
A sparsity preserving stochastic gradient methods for sparse regression. Comput. Optim. Appl. 58(2): 455-482 (2014)
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Qihang Lin, Xi Chen, Javier Peña:
A smoothing stochastic gradient method for composite optimization. Optim. Methods Softw. 29(6): 1281-1301 (2014)
[c16]
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Yuan Zhou, Xi Chen, Jian Li:
Optimal PAC Multiple Arm Identification with Applications to Crowdsourcing. ICML 2014: 217-225
2013
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  - phd/us/Chen18f
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Xi Chen:
Learning with Sparcity: Structures, Optimization and Applications. Carnegie Mellon University, USA, 2013
[c15]
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Chong Wang, Xi Chen, Alexander J. Smola, Eric P. Xing:
Variance Reduction for Stochastic Gradient Optimization. NIPS 2013: 181-189
2012
[c14]
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Junming Yin, Xi Chen, Eric P. Xing:
Group Sparse Additive Models. ICML 2012
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Xi Chen, Qihang Lin, Javier Peña:
Optimal Regularized Dual Averaging Methods for Stochastic Optimization. NIPS 2012: 404-412
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Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbonell:
Adaptive Multi-task Sparse Learning with an Application to fMRI Study. SDM 2012: 212-223
[c11]
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Xi Chen, Han Liu, Jaime G. Carbonell:
Structured Sparse Canonical Correlation Analysis. AISTATS 2012: 199-207
[i4]
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  - journals/corr/abs-1202-3708
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Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing:
Smoothing Proximal Gradient Method for General Structured Sparse Learning. CoRR abs/1202.3708 (2012)
[i3]
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  - journals/corr/abs-1206-4673
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Junming Yin, Xi Chen, Eric P. Xing:
Group Sparse Additive Models. CoRR abs/1206.4673 (2012)
2011
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Liang Xiong, Xi Chen, Jeff G. Schneider:
Direct Robust Matrix Factorizatoin for Anomaly Detection. ICDM 2011: 844-853
[c9]
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Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G. Carbonell:
Sparse Latent Semantic Analysis. SDM 2011: 474-485
[c8]
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Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing:
Smoothing Proximal Gradient Method for General Structured Sparse Learning. UAI 2011: 105-114
2010
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  - conf/aaai/ChenLLC10
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Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell:
Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis. AAAI 2010: 425-430
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Xi Chen, Bing Bai, Yanjun Qi, Qihang Lin, Jaime G. Carbonell:
Learning Preferences with Millions of Parameters by Enforcing Sparsity. ICDM 2010: 779-784
[c5]
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  - conf/nips/LiuCLW10
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Han Liu, Xi Chen, John D. Lafferty, Larry A. Wasserman:
Graph-Valued Regression. NIPS 2010: 1423-1431
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Han Liu, Xi Chen:
Multivariate Dyadic Regression Trees for Sparse Learning Problems. NIPS 2010: 1441-1449
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Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff G. Schneider, Jaime G. Carbonell:
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization. SDM 2010: 211-222
[i2]
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  - journals/corr/abs-1005-3579
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Xi Chen, Seyoung Kim, Qihang Lin, Jaime G. Carbonell, Eric P. Xing:
Graph-Structured Multi-task Regression and an Efficient Optimization Method for General Fused Lasso. CoRR abs/1005.3579 (2010)
[i1]
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  - journals/corr/abs-1005-4717
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Xi Chen, Qihang Lin, Seyoung Kim, Javier Peña, Jaime G. Carbonell, Eric P. Xing:
An Efficient Proximal-Gradient Method for Single and Multi-task Regression with Structured Sparsity. CoRR abs/1005.4717 (2010)

2000 – 2009

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2009
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Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbonell:
Accelerated Gradient Method for Multi-task Sparse Learning Problem. ICDM 2009: 746-751
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Han Liu, Xi Chen:
Nonparametric Greedy Algorithms for the Sparse Learning Problem. NIPS 2009: 1141-1149

Coauthor Index

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