Timothy C. Y. Chan

47 papers A* 2Journal 44Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust confidence bands for stochastic processes using simulation.
Oper. Res. Lett.
Timothy C. Y. Chan, Jangwon Park, Vahid Sarhangian
2025 J jnl
Dynamic Control of Service Systems with Returns: Application to Design of Postdischarge Hospital Readmission Prevention Programs.
Oper. Res.
Timothy C. Y. Chan, Simon Y. Huang, Vahid Sarhangian
2025 J jnl
Formal Verification of Markov Processes with Learned Parameters.
CoRR
Muhammad Maaz, Timothy C. Y. Chan
2025 J jnl
Got (Optimal) Milk? Pooling Donations in Human Milk Banks with Machine Learning and Optimization.
Manuf. Serv. Oper. Manag.
Timothy C. Y. Chan, Rafid Mahmood, Deborah L. O'connor, Debbie Stone, Sharon Unger, Rachel K. Wong, Ian Yihang Zhu
2025 J jnl
Inverse Optimization: Theory and Applications.
Oper. Res.
Timothy C. Y. Chan, Rafid Mahmood, Ian Yihang Zhu
2025 J jnl
Learning to Optimize Contextually Constrained Problems for Real-Time Decision Generation.
Manag. Sci.
Aaron Babier, Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood
2025 J jnl
Machine Learning-Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design.
Manuf. Serv. Oper. Manag.
Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe
2024 A* conf
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing.
AAAI
Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan
2024 J jnl
Case - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby.
INFORMS Trans. Educ.
Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz
2024 J jnl
Case Article - Moneyball for Murderball: Using Analytics to Construct Lineups in Wheelchair Rugby.
INFORMS Trans. Educ.
Timothy C. Y. Chan, Craig Fernandes, Albert Loa, Nathan Sandholtz
2024 A* conf
Conformal Inverse Optimization.
NeurIPS
Bo Lin, Erick Delage, Timothy C. Y. Chan
2024 J jnl
Dynamic Transfer Policies for Parallel Queues.
CoRR
Timothy C. Y. Chan, Jangwon Park, Vahid Sarhangian
2024 J jnl
Exact sensitivity analysis of Markov reward processes via algebraic geometry.
CoRR
Timothy C. Y. Chan, Muhammad Maaz
2023 J jnl
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing.
CoRR
Bo Lin, Shoshanna Saxe, Timothy C. Y. Chan
2023 J jnl
Introducing and Integrating Machine Learning in an Operations Research Curriculum: An Application-Driven Course.
INFORMS Trans. Educ.
Justin J. Boutilier, Timothy C. Y. Chan
2022 J jnl
A Machine Learning Approach to Solving Large Bilevel and Stochastic Programs: Application to Cycling Network Design.
CoRR
Timothy C. Y. Chan, Bo Lin, Shoshanna Saxe
2022 J jnl
An Inverse Optimization Approach to Measuring Clinical Pathway Concordance.
Manag. Sci.
Timothy C. Y. Chan, Maria Eberg, Katharina Förster, Claire Holloway, Luciano Ieraci, Yusuf Shalaby, Nasrin Yousefi
2022 J jnl
Drone Network Design for Cardiac Arrest Response.
Manuf. Serv. Oper. Manag.
Justin J. Boutilier, Timothy C. Y. Chan
2022 J jnl
Dynamic Control of Service Systems with Returns: Application to Design of Post-Discharge Hospital Readmission Prevention Programs.
CoRR
Timothy C. Y. Chan, Simon Y. Huang, Vahid Sarhangian
2022 J jnl
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods.
INFORMS J. Comput.
Merve Bodur, Timothy C. Y. Chan, Ian Yihang Zhu
2022 J jnl
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.
CoRR
Aaron Babier, Rafid Mahmood, Binghao Zhang, Victor Gabriel Leandro Alves, Ana Maria Barragán-Montero, Joel Beaudry, Carlos E. Cardenas S., Yankui Chang, Zijie Chen, Jaehee Chun, Kelly Diaz, Harold David Eraso, Erik Faustmann, Sibaji Gaj, Skylar S. Gay, Mary Gronberg, Bingqi Guo, Junjun He, Gerd Heilemann, Sanchit Hira, Yuliang Huang, Fuxin Ji, Dashan Jiang, Jean Carlo Jimenez Giraldo, Hoyeon Lee, Jun Lian, Shuolin Liu, Keng-Chi Liu, José Marrugo, Kentaro Miki, Kunio Nakamura, Tucker J. Netherton, Dan Nguyen, Hamidreza Nourzadeh, Alexander F. I. Osman, Zhao Peng, José Darío Quinto Muñoz, Christian Ramsl, Dong Joo Rhee, Juan David Rodriguez, Hongming Shan, Jeffrey V. Siebers, Mumtaz Hussain Soomro, Kay Sun, Andrés Usuga Hoyos, Carlos Valderrama, Rob Verbeek, Enpei Wang, Siri Willems, Qi Wu, Xuanang Xu, Sen Yang, Lulin Yuan, Simeng Zhu, Lukas Zimmermann, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan
2022 J jnl
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning.
INFORMS J. Comput.
Danielle A. Ripsman, Thomas G. Purdie, Timothy C. Y. Chan, Houra Mahmoudzadeh
2022 J jnl
Spatial Price Integration in Commodity Markets with Capacitated Transportation Networks.
Oper. Res.
John R. Birge, Timothy C. Y. Chan, J. Michael Pavlin, Ian Yihang Zhu
2021 J jnl
An Ensemble Learning Framework for Model Fitting and Evaluation in Inverse Linear Optimization.
INFORMS J. Optim.
Aaron Babier, Timothy C. Y. Chan, Taewoo Lee, Rafid Mahmood, Daria Terekhov
2021 J jnl
Points Gained in Football: Using Markov Process-Based Value Functions to Assess Team Performance.
Oper. Res.
Timothy C. Y. Chan, Craig Fernandes, Martin L. Puterman
2020 J jnl
Ambulance Emergency Response Optimization in Developing Countries.
Oper. Res.
Justin J. Boutilier, Timothy C. Y. Chan
2020 J jnl
AutoAudio: Deep Learning for Automatic Audiogram Interpretation.
J. Medical Syst.
Matthew G. Crowson, Jong Wook Lee, Amr Hamour, Rafid Mahmood, Aaron Babier, Vincent Lin, Debara L. Tucci, Timothy C. Y. Chan
2020 J jnl
Inverse optimization for the recovery of constraint parameters.
Eur. J. Oper. Res.
Timothy C. Y. Chan, Neal Kaw
2020 J jnl
Machine Learning as a Catalyst for Value-Based Health Care.
CoRR
Matthew G. Crowson, Timothy C. Y. Chan
2020 J jnl
OpenKBP: The open-access knowledge-based planning grand challenge.
CoRR
Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan
2020 J jnl
Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation.
Oper. Res. Lett.
Timothy C. Y. Chan, Adam Diamant, Rafid Mahmood
2019 J jnl
Inverse Optimization: Closed-Form Solutions, Geometry, and Goodness of Fit.
Manag. Sci.
Timothy C. Y. Chan, Taewoo Lee, Daria Terekhov
2019 J jnl
Process Flexibility in Baseball: The Value of Positional Flexibility.
Manag. Sci.
Timothy C. Y. Chan, Douglas Fearing
2019 J jnl
The importance of evaluating the complete automated knowledge-based planning pipeline.
CoRR
Aaron Babier, Rafid Mahmood, Andrea L. McNiven, Adam Diamant, Timothy C. Y. Chan
2018 — conf
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks.
MLHC
Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan
2018 J jnl
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks.
CoRR
Rafid Mahmood, Aaron Babier, Andrea McNiven, Adam Diamant, Timothy C. Y. Chan
2018 J jnl
Interior Point Methods with Adversarial Networks.
CoRR
Rafid Mahmood, Aaron Babier, Adam Diamant, Timothy C. Y. Chan
2018 J jnl
Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation.
Oper. Res.
Timothy C. Y. Chan, Zuo-Jun Max Shen, Auyon Siddiq
2018 J jnl
Trade-off preservation in inverse multi-objective convex optimization.
Eur. J. Oper. Res.
Timothy C. Y. Chan, Taewoo Lee
2017 J jnl
Stability and Continuity in Robust Optimization.
SIAM J. Optim.
Timothy C. Y. Chan, Philip Allen Mar
2016 J jnl
Optimizing the Deployment of Public Access Defibrillators.
Manag. Sci.
Timothy C. Y. Chan, Derya Demirtas, Roy H. Kwon
2014 J jnl
A robust-CVaR optimization approach with application to breast cancer therapy.
Eur. J. Oper. Res.
Timothy C. Y. Chan, Houra Mahmoudzadeh, Thomas G. Purdie
2014 J jnl
Generalized Inverse Multiobjective Optimization with Application to Cancer Therapy.
Oper. Res.
Timothy C. Y. Chan, Tim Craig, Taewoo Lee, Michael B. Sharpe
2013 J jnl
Adaptive and robust radiation therapy optimization for lung cancer.
Eur. J. Oper. Res.
Timothy C. Y. Chan, Velibor V. Misic
2013 J jnl
Deal or No Deal: A Spreadsheet Game to Introduce Decision Making Under Uncertainty.
INFORMS Trans. Educ.
Timothy C. Y. Chan
2012 J jnl
Quantifying the Contribution of NHL Player Types to Team Performance.
Interfaces
Timothy C. Y. Chan, Justin A. Cho, David C. Novati
2008 J jnl
Robust Management of Motion Uncertainty in Intensity-Modulated Radiation Therapy.
Oper. Res.
Thomas Bortfeld, Timothy C. Y. Chan, Alexei Trofimov, John N. Tsitsiklis