CERN Accelerating science

Početna stranica > Pretraži rezultate: Girone, M
Savjeti za pretraživanje
Napredno pretraživanje
Add to Search +
Pretraži kolekcije:
Sortiraj po: Prikaz rezultata: Oblik izlaznih podataka:
CERN Document Server Pronađeno je 787 zapisa  1 - 10slijedećikraj  idi na zapis: Pretraživanje je potrajalo 0.65 sekundi 
1.
Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing / Amboage, Juan Pablo García (CERN ; U. Santiago de Compostela (main)) ; Wulff, Eric (CERN) ; Girone, Maria (CERN) ; Pena, Tomás F. (U. Santiago de Compostela (main))
Hyperparameter Optimization (HPO) of Deep Learning-based models tends to be a compute resource intensive process as it usually requires to train the target model with many different hyperparameter configurations. We show that integrating model performance prediction with early stopping methods holds great potential to speed up the HPO process of deep learning models. [...]
arXiv:2311.17508.- 2024 - 7 p. - Published in : EPJ Web Conf. 295 (2024) 12005 Fulltext: document - PDF; 2311.17508 - PDF;
In : 26th International Conference on Computing in High Energy & Nuclear Physics, Norfolk, Virginia, Us, 8 - 12 May 2023, pp.12005
Detaljnije - Slični zapisi
2.
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization / Wulff, Eric (CERN) ; Garcia Amboage, Juan Pablo (CERN) ; Aach, Marcel (Julich, Forschungszentrum ; Iceland U.) ; Gislason, Thorsteinn Eli (Iceland U.) ; Ingolfsson, Thorsteinn Kristinn (Iceland U.) ; Ingolfsson, Tomas Kristinn (Iceland U.) ; Pasetto, Edoardo (Julich, Forschungszentrum ; RWTH Aachen U.) ; Delilbasic, Amer (Julich, Forschungszentrum ; Iceland U.) ; Riedel, Morris (Julich, Forschungszentrum ; Iceland U.) ; Sarma, Rakesh (Julich, Forschungszentrum) et al.
Hyperparameter optimization (HPO) of neural networks is a computationally expensive procedure, which requires a large number of different model configurations to be trained. To reduce such costs, this work presents a distributed, hybrid workflow, that runs the training of the neural networks on multiple graphics processing units (GPUs) on a classical supercomputer, while predicting the configurations’ performance with quantum-trained support vector regression (QT-SVR) on a quantum annealer (QA). [...]
2024 - 14 p. - Published in : Quantum Machine Intelligence 6 (2024) 59 Fulltext: PDF;
Detaljnije - Slični zapisi
3.
Not yet available
 Introduction to the CERN Openlab Lecture Programme / Girone, Maria (speaker) (CERN)
2024 - 591. Summer Student Lecture Programme 2024; Summer Student Lecture Programme 2024 External links: Talk details; Event details In : Summer Student Lecture Programme 2024
Detaljnije - Slični zapisi
4.
Not yet available
 Introduction to CERN openlab summer lectures programme / Girone, Maria (speaker) (CERN)
2024 - 533. CERN openlab summer student lecture programme; Welcome and introduction to CERN External links: Talk details; Event details In : Welcome and introduction to CERN
Detaljnije - Slični zapisi
5.
Not yet available
 Introduction to CERN openlab / Girone, Maria (speaker) (CERN)
2024 - 1366. CERN openlab summer student lecture programme; Welcome and introduction to CERN External links: Talk details; Event details In : Welcome and introduction to CERN
Detaljnije - Slični zapisi
6.
RCS-ICT PSO: Access and Support for Heterogeneous, non-x86, and latest Single-architecture Chips / Wiebalck, Arne (CERN) ; Girone, Maria (CERN) ; Piparo, Danilo (CERN) ; Blomer, Jakob (CERN)
This PSO aims to establish a consistent framework and processes to express, follow, and resource the transition of a technology from "evaluate" to "in production", leveraging different accesses to non-x86 resources, such as industry collaborations, HPC testbeds, public cloud offerings, and on-premises services [...]
CERN-IT-Note-2024-001. - 2023.
Access to fulltext
Detaljnije - Slični zapisi
7.
Thumbnail
Welcome / Jones, Bob (speaker) (CERN) ; Girone, Maria (speaker) (CERN)
2024 - 528. Workshops and Training; 2024 CERN openlab Technical Workshop External links: Talk details; Event details In : 2024 CERN openlab Technical Workshop
Detaljnije - Slični zapisi
8.
Thumbnail
CERN openlab Phase VIII / Girone, Maria (speaker) (CERN)
2024 - 1185. Workshops and Training; 2024 CERN openlab Technical Workshop External links: Talk details; Event details In : 2024 CERN openlab Technical Workshop
Detaljnije - Slični zapisi
9.
Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors / Pata, Joosep (NICPB, Tallinn) ; Wulff, Eric (CERN) ; Mokhtar, Farouk (UC, San Diego) ; Southwick, David (CERN) ; Zhang, Mengke (UC, San Diego) ; Girone, Maria (CERN) ; Duarte, Javier (UC, San Diego)
Efficient and accurate algorithms are necessary to reconstruct particles in the highly granular detectors anticipated at the High-Luminosity Large Hadron Collider and the Future Circular Collider. We study scalable machine learning models for event reconstruction in electron-positron collisions based on a full detector simulation. [...]
arXiv:2309.06782.- 2024-04-10 - 21 p. - Published in : Commun. Phys. 7 (2024) 124 Fulltext: 2309.06782 - PDF; document - PDF;
Detaljnije - Slični zapisi
10.
Hyperparameter optimization of data-driven AI models on HPC systems / Wulff, Eric (CERN) ; Girone, Maria (CERN) ; Pata, Joosep (NICPB, Tallinn)
In the European Center of Excellence in Exascale computing "Research on AI- and Simulation-Based Engineering at Exascale" (CoE RAISE), researchers develop novel, scalable AI technologies towards Exascale. This work exercises High Performance Computing resources to perform large-scale hyperparameter optimization using distributed training on multiple compute nodes. [...]
arXiv:2203.01112.- 2023 - 6 p. - Published in : J. Phys. : Conf. Ser.: 2438 (2023) , no. 1, pp. 012092
Fulltext: document - PDF; 2203.01112 - PDF;
In : 20th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2021), Daejeon, Korea, 29 Nov - 3 Dec 2021, pp.012092
Detaljnije - Slični zapisi

CERN Document Server : Pronađeno je 787 zapisa   1 - 10slijedećikraj  idi na zapis:
Također vidi: slična imena autora
237 GIRONE, M
76 Girone, M.
537 Girone, Maria
4 Girone, Mario
Interested in being notified about new results for this query?
Set up a personal email alert or subscribe to the RSS feed.
Niste pronašli ono što ste htjeli? Pokušajte pretražiti na ovim serverima:
Girone, M u Amazon
Girone, M u CERN EDMS
Girone, M u CERN Intranet
Girone, M u CiteSeer
Girone, M u Google Books
Girone, M u Google Scholar
Girone, M u Google Web
Girone, M u IEC		Girone, M u IHS
Girone, M u INSPIRE
Girone, M u ISO
Girone, M u KISS Books/Journals
Girone, M u KISS Preprints
Girone, M u NEBIS
Girone, M u SLAC Library Catalog
Girone, M u Scirus