Roger Waleffe

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Random Sampling

Weighted Number Of Tardy Jobs

Top Venues

Proc. VLDB Endow.

Publications

Dong Liu, Roger Waleffe, Meng Jiang, Shivaram Venkataraman
GraphSnapShot: Graph Machine Learning Acceleration with Fast Storage and Retrieval. CoRR (2024)
Roger Waleffe, Wonmin Byeon, Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, Ali Hatamizadeh, Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, Jan Kautz, Mohammad Shoeybi, Bryan Catanzaro
An Empirical Study of Mamba-based Language Models. CoRR (2024)
Patrik Okanovic, Roger Waleffe, Vasilis Mageirakos, Konstantinos E. Nikolakakis, Amin Karbasi, Dionysios S. Kalogerias, Nezihe Merve Gürel, Theodoros Rekatsinas
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning. ICLR (2024)
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)