Robert Adolf

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 8

Top Topics

High Compression Ratio

Top Venues

Publications

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
PIUMA. ISPASS (2023)
Brandon Reagen, Udit Gupta, Robert Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks
Weightless: Lossy weight encoding for deep neural network compression. ICLR (Workshop) (2018)
Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David M. Brooks
Weightless: Lossy Weight Encoding For Deep Neural Network Compression. CoRR (2017)
Yuhao Zhu, Vijay Janapa Reddi, Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads. IEEE Micro 37 (1) (2017)
Brandon Reagen, José Miguel Hernández-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks
A case for efficient accelerator design space exploration via Bayesian optimization. ISLPED (2017)
Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, José Miguel Hernández-Lobato, Gu-Yeon Wei, David M. Brooks
Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators. ISCA (2016)
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Fathom: reference workloads for modern deep learning methods. IISWC (2016)
Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
Fathom: Reference Workloads for Modern Deep Learning Methods. CoRR (2016)
Brandon Reagen, Robert Adolf, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
MachSuite: Benchmarks for accelerator design and customized architectures. IISWC (2014)
David J. Haglin, Robert Adolf, Greg E. Mackey
Scalable, Multithreaded, Partially-in-Place Sorting. IPDPS Workshops (2013)
Mahantesh Halappanavar, Yousu Chen, Robert Adolf, David Haglin, Zhenyu Huang, Mark Rice
Towards Efficient N-x Contingency Selection Using Group betweenness Centrality. SC Companion (2012)
Robert Adolf, David Haglin, Mahantesh Halappanavar, Yousu Chen, Zhenyu Huang
Techniques for Improving Filters in Power Grid Contingency Analysis. MLDM (2011)