Thierry Moreau

Publication Activity (10 Years)

Years Active: 1996-2020
Publications (10 Years): 20

Top Topics

Weakly Supervised

Special Session

Gaussian Kernels

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Meghan Cowan, Thierry Moreau, Tianqi Chen, James Bornholt, Luis Ceze
Automatic generation of high-performance quantized machine learning kernels. CGO (2020)
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
Exploiting Errors for Efficiency: A Survey from Circuits to Applications. ACM Comput. Surv. 53 (3) (2020)
Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
A Hardware-Software Blueprint for Flexible Deep Learning Specialization. IEEE Micro 39 (5) (2019)
Jared Roesch, Steven Lyubomirsky, Marisa Kirisame, Josh Pollock, Logan Weber, Ziheng Jiang, Tianqi Chen, Thierry Moreau, Zachary Tatlock
Relay: A High-Level IR for Deep Learning. CoRR (2019)
Tianqi Chen, Thierry Moreau, Ziheng Jiang, Haichen Shen, Eddie Q. Yan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
TVM: End-to-End Optimization Stack for Deep Learning. CoRR (2018)
Meghan Cowan, Thierry Moreau, Tianqi Chen, Luis Ceze
Automating Generation of Low Precision Deep Learning Operators. CoRR (2018)
Thierry Moreau, Tianqi Chen, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
VTA: An Open Hardware-Software Stack for Deep Learning. CoRR (2018)
Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
Learning to Optimize Tensor Programs. CoRR (2018)
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
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. OSDI (2018)
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
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms. CoRR (2018)
Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh S. Sathe
Energy-Efficient Neural Network Acceleration in the Presence of Bit-Level Memory Errors. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2018)
Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
Learning to Optimize Tensor Programs. NeurIPS (2018)
Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh Sathe
MATIC: Learning around errors for efficient low-voltage neural network accelerators. DATE (2018)
Thierry Moreau, Anton Lokhmotov, Grigori Fursin
Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments. CoRR (2018)
Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen
PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research. ReQuEST@ASPLOS (2018)
Thierry Moreau, Joshua San Miguel, Mark Wyse, James Bornholt, Armin Alaghi, Luis Ceze, Natalie D. Enright Jerger, Adrian Sampson
A Taxonomy of General Purpose Approximate Computing Techniques. IEEE Embed. Syst. Lett. 10 (1) (2018)
Thierry Moreau, Tianqi Chen, Luis Ceze
Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference. ReQuEST@ASPLOS (2018)
Thierry Moreau, Felipe Augusto, Patrick Howe, Armin Alaghi, Luis Ceze
Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper. CODES+ISSS (2017)
Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe
Exploring Computation-Communication Tradeoffs in Camera Systems. CoRR (2017)
Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe
Exploring computation-communication tradeoffs in camera systems. IISWC (2017)
Thierry Moreau, Mark Wyse, Jacob Nelson, Adrian Sampson, Hadi Esmaeilzadeh, Luis Ceze, Mark Oskin
SNNAP: Approximate computing on programmable SoCs via neural acceleration. HPCA (2015)
Thierry Moreau, Adrian Sampson, Luis Ceze
Approximate Computing: Making Mobile Systems More Efficient. IEEE Pervasive Comput. 14 (2) (2015)
Thierry Moreau
Towards a Better Approximation of Full Domain Hash - or - The Reef and Shoal Integrity Arrangement CoRR (2013)
Philippe Broët, Thierry Moreau
A model-based statistic for detecting molecular markers associated with complex survival patterns in early-stage cancer. J. Clin. Bioinform. 2 (2012)
Sigrid Rouam, Thierry Moreau, Philippe Broët
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes. BMC Bioinform. 11 (2010)
Cyril Dalmasso, Philippe Broët, Thierry Moreau
A simple procedure for estimating the false discovery rate. Bioinform. 21 (5) (2005)
Thierry Moreau
PEKE, Probabilistic Encryption Key Exchange, 10 Years Later, Including the PEKEv1.25 Specifications. IACR Cryptol. ePrint Arch. 2005 (2005)
Thierry Moreau
The emergence of a legal framework for electronic transactions. Comput. Secur. 18 (5) (1999)
Thierry Moreau
A probabilistic flaw in PGP design? Comput. Secur. 15 (1) (1996)