Thierry Moreau

31 papers A* 3A 2Misc 1Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Exploiting Errors for Efficiency: A Survey from Circuits to Applications.
ACM Comput. Surv.
Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey
2020 A conf
Automatic generation of high-performance quantized machine learning kernels.
CGO
Meghan Cowan, Thierry Moreau, Tianqi Chen, James Bornholt, Luis Ceze
2019 J jnl
A Hardware-Software Blueprint for Flexible Deep Learning Specialization.
IEEE Micro
Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2019 J jnl
Relay: A High-Level IR for Deep Learning.
CoRR
Jared Roesch, Steven Lyubomirsky, Marisa Kirisame, Josh Pollock, Logan Weber, Ziheng Jiang, Tianqi Chen, Thierry Moreau, Zachary Tatlock
2018 J jnl
A Taxonomy of General Purpose Approximate Computing Techniques.
IEEE Embed. Syst. Lett.
Thierry Moreau, Joshua San Miguel, Mark Wyse, James Bornholt, Armin Alaghi, Luis Ceze, Natalie D. Enright Jerger, Adrian Sampson
2018 J jnl
Automating Generation of Low Precision Deep Learning Operators.
CoRR
Meghan Cowan, Thierry Moreau, Tianqi Chen, Luis Ceze
2018 — —
Cross-Stack Co-Design for Efficient and Adaptable Hardware Acceleration.
Thierry Moreau
2018 J jnl
Energy-Efficient Neural Network Acceleration in the Presence of Bit-Level Memory Errors.
IEEE Trans. Circuits Syst. I Regul. Pap.
Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh S. Sathe
2018 J jnl
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms.
CoRR
Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey
2018 J jnl
Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments.
CoRR
Thierry Moreau, Anton Lokhmotov, Grigori Fursin
2018 A* conf
Learning to Optimize Tensor Programs.
NeurIPS
Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2018 J jnl
Learning to Optimize Tensor Programs.
CoRR
Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2018 — conf
Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference.
ReQuEST@ASPLOS
Thierry Moreau, Tianqi Chen, Luis Ceze
2018 A conf
MATIC: Learning around errors for efficient low-voltage neural network accelerators.
DATE
Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh Sathe
2018 — conf
PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research.
ReQuEST@ASPLOS
Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen
2018 — ed.
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, ReQuEST@ASPLOS 2018, Williamsburg, VA, USA, March 24, 2018
ReQuEST@ASPLOS
Luis Ceze, Natalie D. Enright Jerger, Babak Falsafi, Grigori Fursin, Anton Lokhmotov, Thierry Moreau, Adrian Sampson, Phillip Stanley-Marbell
2018 A* conf
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning.
OSDI
Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Q. Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2018 J jnl
TVM: End-to-End Optimization Stack for Deep Learning.
CoRR
Tianqi Chen, Thierry Moreau, Ziheng Jiang, Haichen Shen, Eddie Q. Yan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2018 J jnl
VTA: An Open Hardware-Software Stack for Deep Learning.
CoRR
Thierry Moreau, Tianqi Chen, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2017 Misc conf
Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper.
CODES+ISSS
Thierry Moreau, Felipe Augusto, Patrick Howe, Armin Alaghi, Luis Ceze
2017 J jnl
Exploring Computation-Communication Tradeoffs in Camera Systems.
CoRR
Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe
2017 — conf
Exploring computation-communication tradeoffs in camera systems.
IISWC
Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe
2015 J jnl
Approximate Computing: Making Mobile Systems More Efficient.
IEEE Pervasive Comput.
Thierry Moreau, Adrian Sampson, Luis Ceze
2015 A* conf
SNNAP: Approximate computing on programmable SoCs via neural acceleration.
HPCA
Thierry Moreau, Mark Wyse, Jacob Nelson, Adrian Sampson, Hadi Esmaeilzadeh, Luis Ceze, Mark Oskin
2013 J jnl
Towards a Better Approximation of Full Domain Hash - or - The Reef and Shoal Integrity Arrangement
CoRR
Thierry Moreau
2012 J jnl
A model-based statistic for detecting molecular markers associated with complex survival patterns in early-stage cancer.
J. Clin. Bioinform.
Philippe Broët, Thierry Moreau
2010 J jnl
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes.
BMC Bioinform.
Sigrid Rouam, Thierry Moreau, Philippe Broët
2005 J jnl
A simple procedure for estimating the false discovery rate.
Bioinform.
Cyril Dalmasso, Philippe Broët, Thierry Moreau
2005 J jnl
PEKE, Probabilistic Encryption Key Exchange, 10 Years Later, Including the PEKEv1.25 Specifications.
IACR Cryptol. ePrint Arch.
Thierry Moreau
1999 J jnl
The emergence of a legal framework for electronic transactions.
Comput. Secur.
Thierry Moreau
1996 J jnl
A probabilistic flaw in PGP design?
Comput. Secur.
Thierry Moreau