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Roger Waleffe
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2020 – today
- 2024
- [c3]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 - [i7]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 abs/2406.07887 (2024) - [i6]Dong Liu, Roger Waleffe, Meng Jiang, Shivaram Venkataraman:
GraphSnapShot: Graph Machine Learning Acceleration with Fast Storage and Retrieval. CoRR abs/2406.17918 (2024) - 2023
- [c2]Roger Waleffe
, Jason Mohoney
MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks. EuroSys 2023: 144-161 - [i5]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. CoRR abs/2305.18424 (2023) - [i4]Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso:
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models. CoRR abs/2310.09949 (2023) - 2022
- [i3]Roger Waleffe, Jason Mohoney, Theodoros Rekatsinas, Shivaram Venkataraman:
Marius++: Large-Scale Training of Graph Neural Networks on a Single Machine. CoRR abs/2202.02365 (2022) - 2021
- [j1]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): 2759-2762 (2021) - [c1]Jason Mohoney, Roger Waleffe, Henry Xu, Theodoros Rekatsinas, Shivaram Venkataraman:
Marius: Learning Massive Graph Embeddings on a Single Machine. OSDI 2021: 533-549 - [i2]Jason Mohoney, Roger Waleffe, Yiheng Xu, Theodoros Rekatsinas, Shivaram Venkataraman:
Learning Massive Graph Embeddings on a Single Machine. CoRR abs/2101.08358 (2021) - 2020
- [i1]Roger Waleffe, Theodoros Rekatsinas:
Principal Component Networks: Parameter Reduction Early in Training. CoRR abs/2006.13347 (2020)
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