Publications

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

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(2023). Cutting Plane Selection with Analytic Centers and Multiregression. CPAIOR 2023.

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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). Flexible Differentiable Optimization via Model Transformations. In minor revision.

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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). Enabling Research through the SCIP Optimization Suite 8.0. Transactions on Mathematical Software.

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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. arXiv preprint arXiv:1908.04040.

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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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