Faculty

Institution

Unit

Venue

Xin Chen

James C Edenfield Chair Professor

Georgia Institute of Technology

Affiliations

College of Engineering

H. Milton Stewart School of Industrial and Systems Engineering

Xin Chen is currently serving as a College Of Engineering James C Edenfield Chair Professor at Georgia Institute of Technology.

Honors

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Experiences

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Education

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Xin Chen

Georgia Institute of Technology

James C Edenfield Chair Professor

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operations research applied mathematics economics supply chain management systems engineering mathematical optimization logistics financial engineering inventory management inventory control risk management mathematical programming social science research machine learning operation management business stochastic process control optimization optimization problems stochastic optimization robust optimization dynamic pricing convex analysis quantitative management convex optimization pricing strategies joint pricing uncertainty analysis management science pricing policy stochastic programming conditional stochastic optimization efficient algorithms engineering optimization service management global optimization information management reliability engineering production management capacity management economic integration supply chain optimization conic optimization complexity management random demand reference price effects inventory centralization games sparse solutions lead time asymptotic optimality assortment optimization molecular psychiatry engineering science production economics neuroinflammation linear programming philosophy of logic inter-firm coordination reservoir management capacity planning congestion management dynamic resource allocation capacity building complementarity problems semidefinite programming complementarity theory dynamic positioning ship maneuvering source apportionment control science power grid operations electric grid integration finite horizon case risk aversion perishable products major depression operational efficiency

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Conserved Pseudouridines in Helix 69 of the Ribosome Are Important for Ribosome Dynamics in Translation. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Hong JinXin Chen

molecular cell biologyprotein biosynthesisribosomal rna nucleotidesrna biologynucleic acidsmolecular biologystructural molecular biologysystems biologyhelix 69transcriptomeprotein synthesisribosome dynamicstranscription (biology)

Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management. Operations Research (2024)

Xin ChenNiao HeYifan HuZikun Ye

convex optimizationoperations researchnetwork revenue managementefficient algorithms

Monoallelically Expressed Noncoding Rnas Form Nucleolar Territories on Nor-Containing Chromosomes and Regulate Rrna Expression. eLife (2024)

Qinyu HaoMinxue LiuSwapna Vidhur DaulatabadSaba GaffariYou Jin SongRajneesh SrivastavaShivang BhaskarAnurupa MoitraHazel ManganElizabeth TsengRachel B GilmoreSusan M FrierXin ChenChengliang WangSui HuangStormy ChamberlainHong JinJonas KorlachBrian McStaySaurabh SinhaSarath Chandra JangaSupriya G PrasanthKannanganattu V Prasanth

geneticsmolecular cell biologygene expressionmolecular geneticsrna processingrna biologynon-coding rnainfluence rrna expressionrrna genesnucleic acidsmolecular biologygenome biologyrrna expressionepigeneticschromatintranscription (biology)

Asymptotic Optimality of Constant-Order Policies in Joint Pricing and Inventory Models. Mathematics of Operations Research (2023)

Xin ChenAlexander L. StolyarLinwei Xin

inventory control problemfinanceinventory managementinventory controllead timequantitative managementstochastic processdynamic pricingoperations researchpricing policyapplied mathematicsmathematical programmingjoint pricing

Asymptotic Optimality of Open-Loop Policies in Lost-Sales Inventory Models With Stochastic Lead Times. SSRN Electronic Journal (2023)

Xingyu BaiXin ChenMenglong LiAlexander Stolyar

asymptotic optimalityopen-loop policiesinventory managementinventory controllead timeapplied probabilitystochastic processquantitative managementoperation managementoperations researchapplied mathematicsbusinessmathematical programmingsupply chain management

Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes With Large Lead Times. Operations Research (2023)

Xingyu BaiXin ChenMenglong LiAlexander Stolyar

asymptotic optimalitycontrol optimizationmarkov decision processlarge lead timesstochastic processsystems engineeringreinforcement learningsemi-open-loop policiesapplied mathematicsstochastic dynamicsmathematical optimization

Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance. Applied Intelligence (2023)

Xiaoxiao WangFanyu MengXin LiuZhaodan KongXin Chen

applied artificial intelligencecausal explanationapplied cognitive psychologyquantifying statecognitive sciencereinforcement learningartificial intelligencetemporal importanceapplied psychologybehavioral sciences

Learning in Lost-Sales Inventory Systems With Stochastic Lead Times and Random Supplies. SSRN Electronic Journal (2023)

Xin ChenJiameng LyuShilin YuanYuan Zhou

random supplieslogisticseducationmachine learningstochastic lead timeslost-sales inventory systemssocial science researchsocial sciencessupply chain management

Personalized Pricing With Group Fairness Constraint. 2022 ACM Conference on Fairness, Accountability, and Transparency (2023)

Xin ChenZexing XuZishuo ZhaoYuan Zhou

market designmarketingeconomicsgroup fairness constraint

Quantifying Causal Path-Specific Importance in Structural Causal Model. Computation (2023)

Xiaoxiao WangMinda ZhaoFanyu MengXin LiuZhaodan KongXin Chen

causal path-specific importancecomputer sciencecausal inferencestructural causal model

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Xin Chen

James C Edenfield Chair Professor

Georgia Institute of Technology

Affiliations

College of Engineering

H. Milton Stewart School of Industrial and Systems Engineering

Xin Chen is currently serving as a College Of Engineering James C Edenfield Chair Professor at Georgia Institute of Technology.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Xin Chen

Georgia Institute of Technology

James C Edenfield Chair Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Conserved Pseudouridines in Helix 69 of the Ribosome Are Important for Ribosome Dynamics in Translation. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Hong JinXin Chen

Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management. Operations Research (2024)

Xin ChenNiao HeYifan HuZikun Ye

convex optimizationoperations researchnetwork revenue managementefficient algorithms

Monoallelically Expressed Noncoding Rnas Form Nucleolar Territories on Nor-Containing Chromosomes and Regulate Rrna Expression. eLife (2024)

Asymptotic Optimality of Constant-Order Policies in Joint Pricing and Inventory Models. Mathematics of Operations Research (2023)

Xin ChenAlexander L. StolyarLinwei Xin

Asymptotic Optimality of Open-Loop Policies in Lost-Sales Inventory Models With Stochastic Lead Times. SSRN Electronic Journal (2023)

Xingyu BaiXin ChenMenglong LiAlexander Stolyar

Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes With Large Lead Times. Operations Research (2023)

Xingyu BaiXin ChenMenglong LiAlexander Stolyar

Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance. Applied Intelligence (2023)

Xiaoxiao WangFanyu MengXin LiuZhaodan KongXin Chen

Learning in Lost-Sales Inventory Systems With Stochastic Lead Times and Random Supplies. SSRN Electronic Journal (2023)

Xin ChenJiameng LyuShilin YuanYuan Zhou

random supplieslogisticseducationmachine learningstochastic lead timeslost-sales inventory systemssocial science researchsocial sciencessupply chain management

Personalized Pricing With Group Fairness Constraint. 2022 ACM Conference on Fairness, Accountability, and Transparency (2023)

Xin ChenZexing XuZishuo ZhaoYuan Zhou

market designmarketingeconomicsgroup fairness constraint

Quantifying Causal Path-Specific Importance in Structural Causal Model. Computation (2023)

Xiaoxiao WangMinda ZhaoFanyu MengXin LiuZhaodan KongXin Chen

causal path-specific importancecomputer sciencecausal inferencestructural causal model

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Similar Faculty Members

Lawrence Snyder

Institution

Lehigh University

engineering optimization

operations research

Yongpei Guan

Institution

University of Florida

stochastic process

operations research

Jose Ventura

Institution

Pennsylvania State University

design

operations research

Sheldon Ross

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applied mathematics

probability theory

Johannes Ovrelid Royset

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University of Southern California

operations research

data-driven decision support

Jiawei Zhang

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management analytics

quantitative management

Suvrajeet Sen

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Eugene Feinberg

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Stony Brook University

demand forecasting

operation management

Ali Abbas

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University of Southern California

infrastructure engineering

management engineering

David Simchi-Levi

Institution

Massachusetts Institute of Technology

logistics model

supply chain optimization