Michela Paganini
Orcid: 0000-0003-4102-8002
According to our database1,
Michela Paganini
authored at least 21 papers
between 2017 and 2023.
Collaborative distances:
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Bibliography
2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
CoRR, 2021
2020
Bespoke vs. Prêt-à-Porter Lottery Tickets: Exploiting Mask Similarity for Trainable Sub-Network Finding.
CoRR, 2020
dagger: A Python Framework for Reproducible Machine Learning Experiment Orchestration.
CoRR, 2020
CoRR, 2020
Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020
2019
Machine Learning Solutions for High Energy Physics: Applications to Electromagnetic Shower Generation, Flavor Tagging, and the Search for di-Higgs Production.
CoRR, 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
2017
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis.
Comput. Softw. Big Sci., November, 2017
CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks.
CoRR, 2017
Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters.
CoRR, 2017
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC.
CoRR, 2017