Sabela Ramos

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Heterogeneous Computing

Model Selection

Imitation Learning

Top Venues

Concurr. Comput. Pract. Exp.

IEEE Trans. Parallel Distributed Syst.

J. Comput. Sci.

Publications

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
BOND: Aligning LLMs with Best-of-N Distillation. CoRR (2024)
Rishabh Agarwal, Nino Vieillard, Piotr Stanczyk, Sabela Ramos, Matthieu Geist, Olivier Bachem
GKD: Generalized Knowledge Distillation for Auto-regressive Sequence Models. CoRR (2023)
Paul Roit, Johan Ferret, Lior Shani, Roee Aharoni, Geoffrey Cideron, Robert Dadashi, Matthieu Geist, Sertan Girgin, Léonard Hussenot, Orgad Keller, Nikola Momchev, Sabela Ramos, Piotr Stanczyk, Nino Vieillard, Olivier Bachem, Gal Elidan, Avinatan Hassidim, Olivier Pietquin, Idan Szpektor
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback. CoRR (2023)
Albin Cassirer, Gabriel Barth-Maron, Eugene Brevdo, Sabela Ramos, Toby Boyd, Thibault Sottiaux, Manuel Kroiss
Reverb: A Framework For Experience Replay. CoRR (2021)
Sabela Ramos, Sertan Girgin, Léonard Hussenot, Damien Vincent, Hanna Yakubovich, Daniel Toyama, Anita Gergely, Piotr Stanczyk, Raphaël Marinier, Jeremiah Harmsen, Olivier Pietquin, Nikola Momchev
RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning. CoRR (2021)
Léonard Hussenot, Marcin Andrychowicz, Damien Vincent, Robert Dadashi, Anton Raichuk, Lukasz Stafiniak, Sertan Girgin, Raphaël Marinier, Nikola Momchev, Sabela Ramos, Manu Orsini, Olivier Bachem, Matthieu Geist, Olivier Pietquin
Hyperparameter Selection for Imitation Learning. CoRR (2021)
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
Hyperparameter Selection for Imitation Learning. ICML (2021)
Sabela Ramos, Torsten Hoefler
Capability Models for Manycore Memory Systems: A Case-Study with Xeon Phi KNL. IPDPS (2017)
Sabela Ramos, Torsten Hoefler
Cache Line Aware Algorithm Design for Cache-Coherent Architectures. IEEE Trans. Parallel Distributed Syst. 27 (10) (2016)
Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos, Jorge González-Domínguez, Amparo Alonso-Betanzos, Juan Touriño
Multithreaded and Spark parallelization of feature selection filters. J. Comput. Sci. 17 (2016)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramón Doallo
Performance Evaluation of Data-Intensive Computing Applications on a Public IaaS Cloud. Comput. J. 59 (3) (2016)
Stefan Kaestle, Reto Achermann, Roni Haecki, Moritz Hoffmann, Sabela Ramos, Timothy Roscoe
Machine-Aware Atomic Broadcast Trees for Multicores. OSDI (2016)
Jorge González-Domínguez, Sabela Ramos, Juan Touriño, Bertil Schmidt
Parallel Pairwise Epistasis Detection on Heterogeneous Computing Architectures. IEEE Trans. Parallel Distributed Syst. 27 (8) (2016)
Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño
Nonblocking collectives for scalable Java communications. Concurr. Comput. Pract. Exp. 27 (5) (2015)
Sabela Ramos, Torsten Hoefler
Cache Line Aware Optimizations for ccNUMA Systems. HPDC (2015)
Georgiana Haldeman, Ivan Rodero, Manish Parashar, Sabela Ramos, Eddy Z. Zhang, Ulrich Kremer
Exploring energy-performance-quality tradeoffs for scientific workflows with in-situ data analyses. Comput. Sci. Res. Dev. 30 (2) (2015)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Low-latency Java communication devices on RDMA-enabled networks. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Roberto R. Expósito, Sabela Ramos, Guillermo L. Taboada, Juan Touriño, Ramon Doallo
FastMPJ: a scalable and efficient Java message-passing library. Clust. Comput. 17 (3) (2014)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Evaluation of messaging middleware for high-performance cloud computing. Pers. Ubiquitous Comput. 17 (8) (2013)
Jorge Docampo, Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Evaluation of Java for General Purpose GPU Computing. AINA Workshops (2013)
Sabela Ramos, Torsten Hoefler
Modeling communication in cache-coherent SMP systems: a case-study with Xeon Phi. HPDC (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
General-purpose computation on GPUs for high performance cloud computing. Concurr. Comput. Pract. Exp. 25 (12) (2013)
Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Design of Scalable Java Communication Middleware for Multi-Core Systems. Comput. J. 56 (2) (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Performance analysis of HPC applications in the cloud. Future Gener. Comput. Syst. 29 (1) (2013)
Guillermo L. Taboada, Sabela Ramos, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Java in the High Performance Computing arena: Research, practice and experience. Sci. Comput. Program. 78 (5) (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Jorge González-Domínguez, Juan Touriño, Ramon Doallo
Analysis of I/O Performance on an Amazon EC2 Cluster Compute and High I/O Platform. J. Grid Comput. 11 (4) (2013)
Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Design of efficient Java message-passing collectives on multi-core clusters. J. Supercomput. 55 (2) (2011)
Sabela Ramos, Guillermo L. Taboada, Juan Touriño, Ramon Doallo
Scalable Java Communication Middleware for Hybrid Shared/Distributed Memory Architectures. HPCC (2011)