Scalable Java Communication Middleware for Hybrid Shared/Distributed Memory Architectures. - Sabela Ramos; Guillermo L. Taboada; Juan Touriño; Ramon Doallo (HPCC, 2011)

Design of efficient Java message-passing collectives on multi-core clusters. - Guillermo L. Taboada; Sabela Ramos; Juan Touriño; Ramon Doallo (J. Supercomput., 2011)

Evaluation of Java for General Purpose GPU Computing. - Jorge Docampo; Sabela Ramos; Guillermo L. Taboada; Roberto R. Expósito; Juan Touriño; Ramon Doallo (AINA Workshops, 2013)

Modeling communication in cache-coherent SMP systems: a case-study with Xeon Phi. - Sabela Ramos; Torsten Hoefler (HPDC, 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)

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)

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)

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)

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)

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)

FastMPJ: a scalable and efficient Java message-passing library. - Roberto R. Expósito; Sabela Ramos; Guillermo L. Taboada; Juan Touriño; Ramon Doallo (Clust. Comput., 2014)

Cache Line Aware Optimizations for ccNUMA Systems. - Sabela Ramos; Torsten Hoefler (HPDC, 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)

Nonblocking collectives for scalable Java communications. - Sabela Ramos; Guillermo L. Taboada; Roberto R. Expósito; Juan Touriño (Concurr. Comput. Pract. Exp., 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)

Machine-Aware Atomic Broadcast Trees for Multicores. - Stefan Kaestle; Reto Achermann; Roni Haecki; Moritz Hoffmann 001; Sabela Ramos; Timothy Roscoe (OSDI, 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)

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)

Parallel Pairwise Epistasis Detection on Heterogeneous Computing Architectures. - Jorge González-Domínguez; Sabela Ramos; Juan Touriño; Bertil Schmidt (IEEE Trans. Parallel Distributed Syst., 2016)

Cache Line Aware Algorithm Design for Cache-Coherent Architectures. - Sabela Ramos; Torsten Hoefler (IEEE Trans. Parallel Distributed Syst., 2016)

Capability Models for Manycore Memory Systems: A Case-Study with Xeon Phi KNL. - Sabela Ramos; Torsten Hoefler (IPDPS, 2017)

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; et al. (ICML, 2021)

Reverb: A Framework For Experience Replay. - Albin Cassirer; Gabriel Barth-Maron; Eugene Brevdo; Sabela Ramos; Toby Boyd; Thibault Sottiaux; Manuel Kroiss (CoRR, 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)

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; et al. (ACL (1), 2023)

GKD: Generalized Knowledge Distillation for Auto-regressive Sequence Models. - Rishabh Agarwal; Nino Vieillard; Piotr Stanczyk; Sabela Ramos; Matthieu Geist; Olivier Bachem (CoRR, 2023)

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 (ICLR, 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; et al. (CoRR, 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; et al. (CoRR, 2024)

BOND: Aligning LLMs with Best-of-N Distillation. - Pier Giuseppe Sessa; Robert Dadashi-Tazehozi; Léonard Hussenot; Johan Ferret; Nino Vieillard; Alexandre Ramé; Bobak Shahriari; Sarah Perrin; Abram L. Friesen; Geoffrey Cideron; Sertan Girgin; Piotr Stanczyk; et al. (ICLR, 2025)

Gemma 3 Technical Report. - Aishwarya Kamath; Johan Ferret; Shreya Pathak; Nino Vieillard; Ramona Merhej; Sarah Perrin; Tatiana Matejovicova; Alexandre Ramé; Morgane Rivière; Louis Rouillard; Thomas Mesnard; Geoffrey Cideron; et al. (CoRR, 2025)

MedGemma Technical Report. - Andrew Sellergren; Sahar Kazemzadeh; Tiam Jaroensri; Atilla P. Kiraly; Madeleine Traverse; Timo Kohlberger; Shawn Xu; Fayaz Jamil; Cían Hughes; Charles Lau; Justin Chen; Fereshteh Mahvar; et al. (CoRR, 2025)