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. Tournaments With Forbidden Substructures and the Erdos-Hajnal Conjecture
10. Topics in Simulation: Random Graphs and Emergency Medical Services
11. Topics in large-scale limits of interacting systems: games with common noise, quantitative propagation of chaos and networks.
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. Security and Statistics on Power Grids
28. Robust and Interpretable Sequential Decision-Making for Healthcare
29. Revenue Management in Video Games and with Fairness
30. Resource Cost Aware Scheduling Problems
31. Reinforcement Learning: New Algorithms and An Application for Integer Programming
32. Recursive Utility with Narrow Framing: Properties and Applications
33. Rare Events in Stochastic Systems: Modeling, Simulation Design and Algorithm Analysis
34. Ranking Algorithms on Directed Configuration Networks
35. Queues, Planes and Games: Algorithms for Scheduling Passengers, and Decision Making in Stackelberg Games
36. Quantitative Modeling of Credit Derivatives
37. Product Line Design, Pricing and Framing under General Choice Models
38. Production Planning with Risk Hedging
39. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning
40. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk
41. Pricing Tools and Analysis for Emerging e-Commerce Technologies
42. Pricing Analytics for Reusable Resources
43. Price Dynamics & Trading Strategies in the Commodities Market
44. Permissioned Blockchain Adoption in Supply Chains
45. Periodic Little's law
46. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems
47. Perfect Simulation and Deployment Strategies for Detection
48. Optimization under Uncertainty with Applications in Data-driven Stochastic Simulation and Rare-event Estimation
49. Optimization in Strategic Environments
50. Optimization Foundations of Reinforcement Learning
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