
Christophe Roux
researcher at ZIB since August 2021doctoral candidate at TUB
📬 Contact
office | Room 3107 at ZIB |
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roux (at) zib.de christophe.roux (at) campus.tu-berlin.de |
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homepage | christopheroux.de |
languages | German, English, and French |
🎓 Academic Background
Jun 2021 | M.Sc. in Scientific Computing at TUB |
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Feb 2018 | B.Sc. in Engineering Science at TUB |
🔬 Research
Preprints
- MartĂnez-Rubio, D., Roux, C., Criscitiello, C., and Pokutta, S. (2023). Accelerated Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties.
[arXiv]
[BibTeX]
@misc{mrp_accelerated_minmax_riemannian_23, archiveprefix = {arXiv}, eprint = {2305.16186}, primaryclass = {math.OC}, year = {2023}, author = {MartĂnez-Rubio, David and Roux, Christophe and Criscitiello, Christopher and Pokutta, Sebastian}, title = {Accelerated Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties} }
- Roux, C., Wirth, E., Pokutta, S., and Kerdreux, T. (2021). Efficient Online-bandit Strategies for Minimax Learning Problems.
[arXiv]
[BibTeX]
@misc{online.bandit-minimax_2021, archiveprefix = {arXiv}, eprint = {2105.13939}, primaryclass = {cs.LG}, year = {2021}, author = {Roux, Christophe and Wirth, Elias and Pokutta, Sebastian and Kerdreux, Thomas}, title = {Efficient Online-bandit Strategies for Minimax Learning Problems} }
Full articles
- Kerdreux, T., Roux, C., d’Aspremont, A., and Pokutta, S. (2021). Linear Bandits on Uniformly Convex Sets. Journal of Machine Learning Research, 22(284), 1–23.
[URL]
[arXiv]
[summary]
[BibTeX]
@article{KRAP2021, year = {2021}, journal = {Journal of Machine Learning Research}, month = mar, volume = {22}, number = {284}, pages = {1–23}, url = {http://jmlr.org/papers/v22/21-0277.html}, archiveprefix = {arXiv}, eprint = {2103.05907}, primaryclass = {cs.LG}, author = {Kerdreux, Thomas and Roux, Christophe and d'Aspremont, Alexandre and Pokutta, Sebastian}, title = {Linear Bandits on Uniformly Convex Sets}, summary = {https://www.pokutta.com/blog/research/2021/04/03/linearBandits.html} }
đź’¬ Talks and posters
Conference and workshop talks
- Mar 2023
- Workshop on Optimization and Machine Learning, Waischenfeld
Poster presentations
- Mar 2023
- Workshop on Optimization and Machine Learning, Waischenfeld