Robert Adolf

According to our database, Robert Adolf authored at least 12 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Characterizing the Scalability of Graph Convolutional Networks on Intel^® PIUMA.

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

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023

2018

Weightless: Lossy weight encoding for deep neural network compression.

Brandon Reagen, Udit Gupta, Bob Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Deep Learning for Computer Architects

Brandon Reagen, Robert Adolf, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01756-8, 2017

Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads.

Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks

IEEE Micro, 2017

A case for efficient accelerator design space exploration via Bayesian optimization.

Brandon Reagen, José Miguel Hernández-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks

Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

2016

Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators.

Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, José Miguel Hernández-Lobato, Gu-Yeon Wei, David M. Brooks

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Fathom: reference workloads for modern deep learning methods.

Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks

Proceedings of the 2016 IEEE International Symposium on Workload Characterization, 2016

2014

MachSuite: Benchmarks for accelerator design and customized architectures.

Brandon Reagen, Robert Adolf, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks

Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014

2013

Scalable, Multithreaded, Partially-in-Place Sorting.

David J. Haglin, Robert Adolf, Greg E. Mackey

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012

Towards Efficient N-x Contingency Selection Using Group betweenness Centrality.

Mahantesh Halappanavar, Yousu Chen, Robert Adolf, David Haglin, Zhenyu Huang, Mark Rice

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

2011

Techniques for Improving Filters in Power Grid Contingency Analysis.

Robert Adolf, David Haglin, Mahantesh Halappanavar, Yousu Chen, Zhenyu Huang

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

High-Performance Computing Applied to Semantic Databases.

Eric L. Goodman, Edward Jimenez, David Mizell, Sinan Al-Saffar, Bob Adolf, David J. Haglin

Proceedings of the Semanic Web: Research and Applications, 2011