IMDEA Networks
Dr. Dolores GARCIA MARTI
Senior Fellow at CERN. Geneva, Switzerland
- Graduation date: Sep 2022
- Affiliation: IMDEA Networks Institute, Universidad Carlos III de Madrid (U3CM)
- BSc: Mathematics - University of Valencia. Burjasot, Spain
- MSc: Quantum Fields and Fundamental Forces - Imperial College London. London, UK
- PhD: Telematics Engineering - University Carlos III of Madrid. Madrid, Spain
- Ph.D. Thesis: Optimizing network control and resource allocation in large scale ultra dense mm-wave networks
- Ph.D. Supervisor: Dr. Joerg WIDMER
- Former position: PhD Student. IMDEA Networks Institute. Madrid. Spain
- Joining date: October 2018
- Leaving date: June 2022
Publications
High-speed Machine Learning-enhanced Receiver for Millimeter-Wave Systems
Dolores Garcia Marti, Rafael Ruiz, Jesus Omar Lacruz, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Few-Shot Domain Adaptation for End-to-End Communication
Jayaram Raghuram, Yijing Zeng, Dolores Garcia Marti, Rafael Ruiz, Somesh Jha, Joerg Widmer, Suman Banerjee
International Conference on Learning Representations. Kigali, Rwanda. May 2023
Optimizing network control and resource allocation in large scale ultra dense mm-wave networks (PhD)
Dolores Garcia Marti
September 2022
Scalable machine learning algorithms to design massive MIMO systems
Dolores Garcia Marti, Damiano Badini, Danilo De Donno, Joerg Widmer
ACM/IEEE International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems. Alicante, Spain. November 2021
Model-free machine learning of wireless SISO/MIMO communications
Dolores Garcia Marti, Jesus Omar Lacruz, Damiano Badini, Danilo De Donno, Joerg Widmer
Computer Communications. 10.1016/j.comcom.2021.09.033. Elsevier. October 2021