no code implementations • NeurIPS GLFrontiers Workshop 2023 • Dolores Garcia, Gregor Kržmanc, Philipp Zehetner, Jan Kieseler, Michele Selvaggi
Reconstructing particles properties from raw signals measured in particle physics detectors is a challenging task due to the complex shapes of the showers, variety in density and sparsity.
no code implementations • 29 Sep 2021 • Jayaram Raghuram, Yijing Zeng, Dolores Garcia, Somesh Jha, Suman Banerjee, Joerg Widmer, Rafael Ruiz
In this paper, we address the setting where the target domain has only limited labeled data from a distribution that is expected to change frequently.
no code implementations • 15 Nov 2020 • Dolores Garcia, Gonzalo Mateo-Garcia, Hannes Bernhardt, Ron Hagensieker, Ignacio G. Lopez Francos, Jonathan Stock, Guy Schumann, Kevin Dobbs, Freddie Kalaitzis
A complete map of our daily waters can give us an early warning for where droughts are born: the receding tips of the flowing network.