Publications

(2023). Improved local models and new Bell inequalities via Frank-Wolfe algorithms. Phys. Rev. Res..

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(2023). The MIP Workshop 2023 Computational Competition on Reoptimization.

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(2023). Solving the Optimal Experiment Design Problem with Mixed-Integer Convex Methods.

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(2023). Scylla: a matrix-free fix-propagate-and-project heuristic for mixed-integer optimization.

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(2023). Probabilistic Lookahead Strong Branching via a Stochastic Abstract Branching Model.

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(2023). How Many Clues To Give? A Bilevel Formulation For The Minimum Sudoku Clue Problem.

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(2023). Flexible Differentiable Optimization via Model Transformations. INFORMS Journal on Computing.

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(2023). Enabling research through the SCIP optimization suite 8.0. ACM Transactions on Mathematical Software.

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(2023). Cutting plane selection with analytic centers and multiregression. International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research.

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(2022). Interrogating the effect of enzyme kinetics on metabolism using differentiable constraint-based models. Metabolic Engineering.

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(2022). Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings. ICML.

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(2022). FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank-Wolfe Algorithms and Conditional Gradients. INFORMS Journal on Computing.

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(2022). Convex mixed-integer optimization with Frank-Wolfe algorithms.

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(2021). The SCIP Optimization Suite 8.0. arXiv preprint arXiv:2112.08872.

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(2021). Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions. Advances in Neural Information Processing Systems.

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(2021). Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem. Journal of Statistical Software.

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(2021). Complexity of near-optimal robust versions of multilevel optimization problems. Optimization Letters.

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(2020). A bilevel approach for optimal price-setting of time-and-level-of-use tariffs. IEEE Transactions on Smart Grid.

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(2019). Near-optimal robust bilevel optimization.

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(2019). A Julia package for bilevel optimization problems. Journal of Open Source Software.

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(2019). A Bilevel Framework for Optimal Price-Setting of Time-and-Level-of-Use Tariffs.

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