Robert Adolf

13 papers A* 1A 1B 1Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2023 B conf
Characterizing the Scalability of Graph Convolutional Networks on Intel
ISPASS
Matthew Joseph Adiletta, Jesmin Jahan Tithi, Emmanouil-Ioannis Farsarakis, Gerasimos Gerogiannis, Robert Adolf, Robert Benke, Sidharth Kashyap, Samuel Hsia, Kartik Lakhotia, Fabrizio Petrini, Gu-Yeon Wei, David Brooks
2018 — conf
Weightless: Lossy weight encoding for deep neural network compression.
ICLR (Workshop)
Brandon Reagen, Udit Gupta, Robert Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks
2017 A conf
A case for efficient accelerator design space exploration via Bayesian optimization.
ISLPED
Brandon Reagen, José Miguel Hernández-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks
2017 J jnl
Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads.
IEEE Micro
Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
2017 — book
Deep Learning for Computer Architects
Brandon Reagen, Robert Adolf, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks
2017 J jnl
Weightless: Lossy Weight Encoding For Deep Neural Network Compression.
CoRR
Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David M. Brooks
2016 J jnl
Fathom: Reference Workloads for Modern Deep Learning Methods.
CoRR
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
2016 — conf
Fathom: reference workloads for modern deep learning methods.
IISWC
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
2016 A* conf
Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators.
ISCA
Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, José Miguel Hernández-Lobato, Gu-Yeon Wei, David M. Brooks
2014 — conf
MachSuite: Benchmarks for accelerator design and customized architectures.
IISWC
Brandon Reagen, Robert Adolf, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
2013 — conf
Scalable, Multithreaded, Partially-in-Place Sorting.
IPDPS Workshops
David J. Haglin, Robert Adolf, Greg E. Mackey
2012 — conf
Towards Efficient N-x Contingency Selection Using Group betweenness Centrality.
SC Companion
Mahantesh Halappanavar, Yousu Chen, Robert Adolf, David Haglin, Zhenyu Huang, Mark Rice
2011 — conf
Techniques for Improving Filters in Power Grid Contingency Analysis.
MLDM
Robert Adolf, David Haglin, Mahantesh Halappanavar, Yousu Chen, Zhenyu Huang