Birs- 19w5231: Models and Algorithms for Sequential Decision Problems under Uncertainty
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Title: Crowdsourcing Operations: Incentivizing Bike Angels in America
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Title: Data-driven Inverse Optimization with Imperfect Information
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Title: Data-driven Inverse Optimization with Imperfect Information
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Title: Online First-Order Framework for Robust Convex Optimization
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Title: Analyzing Policies in Dynamic Robust Optimization
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Title: Data-Driven Chance Constrained Programs over Wasserstein Balls
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Title: Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator
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Title: Exploiting Partial Correlations in Distributionally Robust Optimization
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Title: On the Optimality of Affine Policies for Budgeted Uncertainty Sets
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Title: Preliminary results on two-stage scenario problems
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Title: Resource Allocation Problems in Cloud Computing
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Title: Online Resource Allocation under Partially Predictable Demand
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Title: Effective Scenarios in Multistage Distributionally Robust Optimization
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Title: Secondary Market to Mitigate Demand Uncertainty
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Title: A Data-Driven Approach for Multi-Stage Linear Optimization
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Title: Data-Driven Two-Stage Linear Optimization: Feasibility and Approximation Guarantees
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Title: Data-Pooling in Stochastic Optimization
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Title: Worst-case regret minimization in a two-stage linear program
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Title: Two-Stage Robust Optimization with Decision-Dependent Information Discovery
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Title: Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint
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