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Roger Waleffe
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Learning Effect
Weighted Tardiness
Earliness Tardiness
Single Machine
Top Venues
CoRR
Proc. VLDB Endow.
EuroSys
OSDI
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Publications
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Roger Waleffe
,
Jason Mohoney
,
Theodoros Rekatsinas
,
Shivaram Venkataraman
MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks.
EuroSys
(2023)
Patrik Okanovic
,
Roger Waleffe
,
Vasilis Mageirakos
,
Konstantinos E. Nikolakakis
,
Amin Karbasi
,
Dionysis S. Kalogerias
,
Nezihe Merve Gürel
,
Theodoros Rekatsinas
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning.
CoRR
(2023)
Wenqi Jiang
,
Marco Zeller
,
Roger Waleffe
,
Torsten Hoefler
,
Gustavo Alonso
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models.
CoRR
(2023)
Roger Waleffe
,
Jason Mohoney
,
Theodoros Rekatsinas
,
Shivaram Venkataraman
Marius++: Large-Scale Training of Graph Neural Networks on a Single Machine.
CoRR
(2022)
Jason Mohoney
,
Roger Waleffe
,
Yiheng Xu
,
Theodoros Rekatsinas
,
Shivaram Venkataraman
Learning Massive Graph Embeddings on a Single Machine.
CoRR
(2021)
Anders Carlsson
,
Anze Xie
,
Jason Mohoney
,
Roger Waleffe
,
Shanan Peters
,
Theodoros Rekatsinas
,
Shivaram Venkataraman
Demonstration of Marius: Graph Embeddings with a Single Machine.
Proc. VLDB Endow.
14 (12) (2021)
Jason Mohoney
,
Roger Waleffe
,
Henry Xu
,
Theodoros Rekatsinas
,
Shivaram Venkataraman
Marius: Learning Massive Graph Embeddings on a Single Machine.
OSDI
(2021)
Roger Waleffe
,
Theodoros Rekatsinas
Principal Component Networks: Parameter Reduction Early in Training.
CoRR
(2020)