Thierry Moreau

According to our database, Thierry Moreau authored at least 28 papers between 1996 and 2021.

Collaborative distances:

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

2021

Exploiting Errors for Efficiency: A Survey from Circuits to Applications.

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

ACM Comput. Surv., 2021

2020

Automatic generation of high-performance quantized machine learning kernels.

Meghan Cowan, Thierry Moreau, Tianqi Chen, James Bornholt, Luis Ceze

Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization.

Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

IEEE Micro, 2019

Relay: A High-Level IR for Deep Learning.

Jared Roesch, Steven Lyubomirsky, Marisa Kirisame, Josh Pollock, Logan Weber, Ziheng Jiang, Tianqi Chen, Thierry Moreau, Zachary Tatlock

CoRR, 2019

2018

Cross-Stack Co-Design for Efficient and Adaptable Hardware Acceleration.

Thierry Moreau

PhD thesis, 2018

Energy-Efficient Neural Network Acceleration in the Presence of Bit-Level Memory Errors.

Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh S. Sathe

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A Taxonomy of General Purpose Approximate Computing Techniques.

Thierry Moreau, Joshua San Miguel, Mark Wyse, James Bornholt, Armin Alaghi, Luis Ceze, Natalie D. Enright Jerger, Adrian Sampson

IEEE Embed. Syst. Lett., 2018

Automating Generation of Low Precision Deep Learning Operators.

Meghan Cowan, Thierry Moreau, Tianqi Chen, Luis Ceze

CoRR, 2018

Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms.

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

CoRR, 2018

VTA: An Open Hardware-Software Stack for Deep Learning.

Thierry Moreau, Tianqi Chen, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

CoRR, 2018

TVM: End-to-End Optimization Stack for Deep Learning.

Tianqi Chen, Thierry Moreau, Ziheng Jiang, Haichen Shen, Eddie Q. Yan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

CoRR, 2018

Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments.

Thierry Moreau, Anton Lokhmotov, Grigori Fursin

CoRR, 2018

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning.

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

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Learning to Optimize Tensor Programs.

Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

MATIC: Learning around errors for efficient low-voltage neural network accelerators.

Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh Sathe

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference.

Thierry Moreau, Tianqi Chen, Luis Ceze

Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018

PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research.

Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen

Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018

2017

Exploring computation-communication tradeoffs in camera systems.

Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper.

Thierry Moreau, Felipe Augusto, Patrick Howe, Armin Alaghi, Luis Ceze

Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017

2015

Approximate Computing: Making Mobile Systems More Efficient.

Thierry Moreau, Adrian Sampson, Luis Ceze

IEEE Pervasive Comput., 2015

SNNAP: Approximate computing on programmable SoCs via neural acceleration.

Thierry Moreau, Mark Wyse, Jacob Nelson, Adrian Sampson, Hadi Esmaeilzadeh, Luis Ceze, Mark Oskin

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

2013

Towards a Better Approximation of Full Domain Hash - or - The Reef and Shoal Integrity Arrangement

Thierry Moreau

CoRR, 2013

2012

A model-based statistic for detecting molecular markers associated with complex survival patterns in early-stage cancer.

Philippe Broët, Thierry Moreau

J. Clin. Bioinform., 2012

2010

Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes.

Sigrid Rouam, Thierry Moreau, Philippe Broët

BMC Bioinform., 2010

2005

PEKE, Probabilistic Encryption Key Exchange, 10 Years Later, Including the PEKEv1.25 Specifications.

Thierry Moreau

IACR Cryptol. ePrint Arch., 2005

A simple procedure for estimating the false discovery rate.

Cyril Dalmasso, Philippe Broët, Thierry Moreau

Bioinform., 2005

1999

The emergence of a legal framework for electronic transactions.

Thierry Moreau

Comput. Secur., 1999

1996

A probabilistic flaw in PGP design?

Thierry Moreau

Comput. Secur., 1996