Sabela Ramos

According to our database, Sabela Ramos authored at least 29 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Gemma 2: Improving Open Language Models at a Practical Size.

Morgane Rivière, Shreya Pathak, Pier Giuseppe Sessa, Cassidy Hardin, Surya Bhupatiraju, Léonard Hussenot, Thomas Mesnard, Bobak Shahriari, Alexandre Ramé, Johan Ferret, Peter Liu, Pouya Tafti, Abe Friesen, Michelle Casbon, Sabela Ramos, Ravin Kumar, Charline Le Lan, Sammy Jerome, Anton Tsitsulin, Nino Vieillard, Piotr Stanczyk, Sertan Girgin, Nikola Momchev, Matt Hoffman, Shantanu Thakoor, Jean-Bastien Grill, Behnam Neyshabur, Olivier Bachem, Alanna Walton, Aliaksei Severyn, Alicia Parrish, Aliya Ahmad, Allen Hutchison, Alvin Abdagic, Amanda Carl, Amy Shen, Andy Brock, Andy Coenen, Anthony Laforge, Antonia Paterson, Ben Bastian, Bilal Piot, Bo Wu, Brandon Royal, Charlie Chen, Chintu Kumar, Chris Perry, Chris Welty, Christopher A. Choquette-Choo, Danila Sinopalnikov, David Weinberger, Dimple Vijaykumar, Dominika Rogozinska, Dustin Herbison, Elisa Bandy, Emma Wang, Eric Noland, Erica Moreira, Evan Senter, Evgenii Eltyshev, Francesco Visin, Gabriel Rasskin, Gary Wei, Glenn Cameron, Gus Martins, Hadi Hashemi, Hanna Klimczak-Plucinska, Harleen Batra, Harsh Dhand, Ivan Nardini, Jacinda Mein, Jack Zhou, James Svensson, Jeff Stanway, Jetha Chan, Jin Peng Zhou, Joana Carrasqueira, Joana Iljazi, Jocelyn Becker, Joe Fernandez, Joost van Amersfoort, Josh Gordon, Josh Lipschultz, Josh Newlan, Ju-yeong Ji, Kareem Mohamed, Kartikeya Badola, Kat Black, Katie Millican, Keelin McDonell, Kelvin Nguyen, Kiranbir Sodhia, Kish Greene, Lars Lowe Sjösund, Lauren Usui, Laurent Sifre, Lena Heuermann, Leticia Lago, Lilly McNealus

CoRR, 2024

BOND: Aligning LLMs with Best-of-N Distillation.

Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot, Johan Ferret, Nino Vieillard, Alexandre Ramé, Bobak Shahriari, Sarah Perrin, Abe Friesen, Geoffrey Cideron, Sertan Girgin, Piotr Stanczyk, Andrea Michi, Danila Sinopalnikov, Sabela Ramos, Amélie Héliou, Aliaksei Severyn, Matt Hoffman, Nikola Momchev, Olivier Bachem

CoRR, 2024

On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes.

Rishabh Agarwal, Nino Vieillard, Yongchao Zhou, Piotr Stanczyk, Sabela Ramos Garea, Matthieu Geist, Olivier Bachem

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

GKD: Generalized Knowledge Distillation for Auto-regressive Sequence Models.

Rishabh Agarwal, Nino Vieillard, Piotr Stanczyk, Sabela Ramos, Matthieu Geist, Olivier Bachem

CoRR, 2023

Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback.

Paul Roit, Johan Ferret, Lior Shani, Roee Aharoni, Geoffrey Cideron, Robert Dadashi, Matthieu Geist, Sertan Girgin, Léonard Hussenot, Orgad Keller, Nikola Momchev, Sabela Ramos Garea, Piotr Stanczyk, Nino Vieillard, Olivier Bachem, Gal Elidan, Avinatan Hassidim, Olivier Pietquin, Idan Szpektor

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2021

RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning.

Sabela Ramos, Sertan Girgin, Léonard Hussenot, Damien Vincent, Hanna Yakubovich, Daniel Toyama, Anita Gergely, Piotr Stanczyk, Raphaël Marinier, Jeremiah Harmsen, Olivier Pietquin, Nikola Momchev

CoRR, 2021

Reverb: A Framework For Experience Replay.

Albin Cassirer, Gabriel Barth-Maron, Eugene Brevdo, Sabela Ramos, Toby Boyd, Thibault Sottiaux, Manuel Kroiss

CoRR, 2021

Hyperparameter Selection for Imitation Learning.

Léonard Hussenot, Marcin Andrychowicz, Damien Vincent, Robert Dadashi, Anton Raichuk, Sabela Ramos, Nikola Momchev, Sertan Girgin, Raphaël Marinier, Lukasz Stafiniak, Manu Orsini, Olivier Bachem, Matthieu Geist, Olivier Pietquin

Proceedings of the 38th International Conference on Machine Learning, 2021

2017

Capability Models for Manycore Memory Systems: A Case-Study with Xeon Phi KNL.

Sabela Ramos, Torsten Hoefler

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

Cache Line Aware Algorithm Design for Cache-Coherent Architectures.

Sabela Ramos, Torsten Hoefler

IEEE Trans. Parallel Distributed Syst., 2016

Parallel Pairwise Epistasis Detection on Heterogeneous Computing Architectures.

Jorge González-Domínguez, Sabela Ramos, Juan Touriño, Bertil Schmidt

IEEE Trans. Parallel Distributed Syst., 2016

Multithreaded and Spark parallelization of feature selection filters.

Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos, Jorge González-Domínguez, Amparo Alonso-Betanzos, Juan Touriño

J. Comput. Sci., 2016

Performance Evaluation of Data-Intensive Computing Applications on a Public IaaS Cloud.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramón Doallo

Comput. J., 2016

Machine-Aware Atomic Broadcast Trees for Multicores.

Stefan Kaestle, Reto Achermann, Roni Haecki, Moritz Hoffmann, Sabela Ramos, Timothy Roscoe

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

2015

Exploring energy-performance-quality tradeoffs for scientific workflows with in-situ data analyses.

Georgiana Haldeman, Ivan Rodero, Manish Parashar, Sabela Ramos, Eddy Z. Zhang, Ulrich Kremer

Comput. Sci. Res. Dev., 2015

Nonblocking collectives for scalable Java communications.

Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño

Concurr. Comput. Pract. Exp., 2015

Low-latency Java communication devices on RDMA-enabled networks.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo

Concurr. Comput. Pract. Exp., 2015

Cache Line Aware Optimizations for ccNUMA Systems.

Sabela Ramos, Torsten Hoefler

Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

2014

FastMPJ: a scalable and efficient Java message-passing library.

Roberto R. Expósito, Sabela Ramos, Guillermo L. Taboada, Juan Touriño, Ramon Doallo

Clust. Comput., 2014

2013

Java in the High Performance Computing arena: Research, practice and experience.

Guillermo L. Taboada, Sabela Ramos, Roberto R. Expósito, Juan Touriño, Ramon Doallo

Sci. Comput. Program., 2013

Evaluation of messaging middleware for high-performance cloud computing.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo

Pers. Ubiquitous Comput., 2013

Analysis of I/O Performance on an Amazon EC2 Cluster Compute and High I/O Platform.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Jorge González-Domínguez, Juan Touriño, Ramon Doallo

J. Grid Comput., 2013

Performance analysis of HPC applications in the cloud.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo

Future Gener. Comput. Syst., 2013

General-purpose computation on GPUs for high performance cloud computing.

Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo

Concurr. Comput. Pract. Exp., 2013

Design of Scalable Java Communication Middleware for Multi-Core Systems.

Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo

Comput. J., 2013

Modeling communication in cache-coherent SMP systems: a case-study with Xeon Phi.

Sabela Ramos, Torsten Hoefler

Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

Evaluation of Java for General Purpose GPU Computing.

Jorge Docampo, Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo

Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2011

Design of efficient Java message-passing collectives on multi-core clusters.

Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo

J. Supercomput., 2011

Scalable Java Communication Middleware for Hybrid Shared/Distributed Memory Architectures.

Sabela Ramos, Guillermo L. Taboada, Juan Touriño, Ramon Doallo

Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011