Associate Professor at 3IA and member of the Wimmics Research Team (Université Côte d’Azur, Inria, CNRS, I3S, France)
I am a mathematician interested in combinatorial optimization and machine learning. Since October 2021 I am a Fixed-term Associate Professor at 3IA, the Interdisciplinary Institute of Artificial Intelligence of University Côte d’Azur and member of the Wimmics Research Team. Before, I was a Postdoctoral researcher at I3S, Sophia Antipolis. Between 2014 and 2019 I was a researcher in the Mathematical & Algorithmic Sciences Lab from Paris Research Center, Huawei France. I obtained my Ph.D in Mathematics in 2015 from the University of Seville.
Thesis
PhD in Mathematics, University of Seville, February 2015.
Title: Mixed Integer Nonlinear Optimization: Applications to Competitive Location and Supervised Classification.
Supervisors: R. Blanquero, E. Carrizosa and D. Romero Morales.
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Journals
Single-facility Huff location problems on networks, Blanquero, R., Carrizosa, E., Nogales-Gómez, A., Plastria, F. Annals of Operations Research, 222(1): 175–195, 2014. http://dx.doi.org/10.1007/s10479-013-1445-x
Heuristic approaches for Support Vector Machines with the ramp loss, Carrizosa, E., Nogales-Gómez, A., Romero Morales, D. Optimization Letters, 8(3): 1125–1135, 2014. http://dx.doi.org/10.1007/s11590-013-0630-9
Strongly Agree or Strongly Disagree?: Rating Features in Support Vector Machines, Carrizosa, E., Nogales-Gómez, A., Romero Morales, D. Information Sciences, 329: 256–273, 2016. https://doi.org/10.1016/j.ins.2015.09.031
p-Facility Huff Location Problem on Networks, Blanquero, R., Carrizosa, E., -Tóth, B.G., Nogales-Gómez, A. European Journal of Operational Research, 255(1): 34–42, 2016. https://doi.org/10.1016/j.ejor.2016.04.039
On Handling Indicator Constraints in Mixed Integer Programming, Belotti, P., Bonami, P., Fischetti, M., Lodi, A., Monaci, M., Nogales-Gómez, A., Salvagnin, D. Computational Optimization and Applications, 65(3): 545–566, 2016. https://doi.org/10.1007/s10589-016-9847-8
COAP 2016 Best Paper Prize. https://doi.org/10.1007/s10589-017-9959-9
Clustering Categories in Support Vector Machines, Carrizosa, E., Nogales-Gómez, A., Romero Morales, D. Omega, 66: 28–37, 2017. https://doi.org/10.1016/j.omega.2016.01.008
Incremental space-filling design based on coverings and spacings: improving upon low discrepancy sequences, Nogales-Gómez, A., Pronzato, L., Rendas, M.J. Submitted, 2020. https://hal.archives-ouvertes.fr/hal-02987983v1
Conferences
Anticipatory radio resource management for mobile video streaming with linear programming, Tsilimantos, D., Nogales-Gómez, A., Valentin, S. 2016 IEEE International Conference on Communications (ICC), 2016. https://doi.org/10.1109/ICC.2016.7511099
Traffic profiling for mobile video streaming, Tsilimantos, D., Karagkioules, T., Nogales-Gómez, A., Valentin, S. 2017 IEEE International Conference on Communications (ICC), 2017. https://doi.org/10.1109/ICC.2017.7996603
Patents
A method Improving QoE of Video Streaming, Shi, X., Chao, Z., Lou, Q., Zhang, J., Valentin, S., Tsilimantos, D., Nogales-Gómez, A., Yang, J. 85016690, 2016.
Unequal error protection for video traffic via adaptive modulation and coding, Chao, Z., Feki, A., Nogales-Gómez, A., Shi, X., Tang, H., Tsilimantos, D., Valentin, S. 85348718, 2017.
System and method for traffic profiling of mobile video streaming, Tsilimantos, D., Valentin, S., Nogales-Gómez, A., Shi, X., Chao, Z. 85372228, 2017.
Internship on Fairness-aware Natural Language Processing. More details here.
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Laboratoire I3S, bât. Templiers 1 Polytech’Nice Sophia, 930 route des Colles 06903 Sophia Antipolis, France