Publications
A selection of academic publications that I have co-authored
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Optimization and Algorithms in Sparse Regression
PhD Thesis, Department of Statistics, Lund University, May. 2024,
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Coordinate Descent for SLOPE
In Proceedings of the 26th international conference on artificial intelligence and statistics, Apr. 2023, vol. 206, pp. 4802–4821.
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Benchopt: Reproducible, Efficient and Collaborative Optimization Benchmarks
In Advances in Neural Information Processing Systems, Dec. 2022, vol. 35, pp. 25404-25421.
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The Hessian Screening Rule
In Advances in Neural Information Processing Systems, Dec. 2022, vol. 35, pp. 15823-15835.
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Look-Ahead Screening Rules for the Lasso
In 22nd European Young Statisticians Meeting - Proceedings, Athens, Greece, Jun. 2021, pp. 61-65.
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The Strong Screening Rule for SLOPE
In Advances in Neural Information Processing Systems, Dec. 2020, vol. 33, pp. 14592-14603.
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A Case Study in Fitting Area-Proportional Euler Diagrams with Ellipses Using eulerr
In Proceedings of International Workshop on Set Visualization and Reasoning, Edinburgh, United Kingdom, Jun. 2018, vol. 2116, pp. 84-91.