Search Results
2. Using Second-Order Information in Training Deep Neural Networks
3. Uncertainty Quantification in Data-Driven Simulation and Optimization: Statistical and Computational Efficiency
4. Two-Sided Matching Markets: Models, Structures, and Algorithms
5. Two Papers of Financial Engineering Relating to the Risk of the 2007--2008 Financial Crisis
6. Two Essays in Financial Engineering
7. Training Decision Trees for Optimal Decision-Making
8. Tractable Policies in Dynamic Robust Optimization
9. Topics in Simulation: Random Graphs and Emergency Medical Services
10. Topics in Deep Learning and Data-driven Optimization
11. Three Sojourns in Queueing Theory
12. Three Essays on Dynamic Pricing and Resource Allocation
13. The Theory of Systemic Risk
14. The MNL-Bandit Problem: Theory and Applications
15. Supply Chain and Service Operations with Demand-Side Flexibility
16. Submodular Secretary Problem with Shortlists under General Constraints
17. Studies in Stochastic Networks: Efficient Monte-Carlo Methods, Modeling and Asymptotic Analysis
18. Structured Tensor Recovery and Decomposition
19. Stochastic Networks: Modeling, Simulation Design and Risk Control
20. Stochastic Models of Limit Order Markets
21. Stochastic Methods in Optimization and Machine Learning
22. Stochastic Approximation Algorithms in the Estimation of Quasi-Stationary Distribution of Finite and General State Space Markov Chains
23. Staffing and Scheduling to Differentiate Service in Many-Server Service Systems
24. Some Problems in Graph Theory and Scheduling
25. Smart Grid Risk Management
26. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts
27. Robust and Interpretable Sequential Decision-Making for Healthcare
28. Revenue Management in Video Games and with Fairness
29. Reinforcement Learning: New Algorithms and An Application for Integer Programming
30. Recursive Utility with Narrow Framing: Properties and Applications
31. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models
32. Ranking Algorithms on Directed Configuration Networks
33. Queues, Planes and Games: Algorithms for Scheduling Passengers, and Decision Making in Stackelberg Games
34. Product Line Design, Pricing and Framing under General Choice Models
35. Production Planning with Risk Hedging
36. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk
37. Pricing Tools and Analysis for Emerging e-Commerce Technologies
38. Pricing Analytics for Reusable Resources
39. Price Dynamics & Trading Strategies in the Commodities Market
40. Permissioned Blockchain Adoption in Supply Chains
41. Periodic Little's law
42. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems
43. Perfect Simulation and Deployment Strategies for Detection
44. Optimization in Strategic Environments
45. Optimization Foundations of Reinforcement Learning
46. Optimization and learning in dynamic environments: models and algorithms
47. Optimization Algorithms for Structured Machine Learning and Image Processing Problems
48. Optimal Stopping and Switching Problems with Financial Applications
49. Optimal Multiple Stopping Approach to Mean Reversion Trading
50. Optimal Dynamic Strategies for Index Tracking and Algorithmic Trading
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