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2020 – today
- 2021
[j10]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): 51:1-51:39 (2021)- 2020
- [c9]Meghan Cowan, Thierry Moreau, Tianqi Chen, James Bornholt, Luis Ceze:
Automatic generation of high-performance quantized machine learning kernels. CGO 2020: 305-316
2010 – 2019
- 2019
- [j9]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): 8-16 (2019) - [i10]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 abs/1904.08368 (2019) - 2018
- [b1]Thierry Moreau:
Cross-Stack Co-Design for Efficient and Adaptable Hardware Acceleration. University of Washington, USA, 2018 - [j8]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): 2-5 (2018) - [j7]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. 65-I(12): 4285-4298 (2018) - [c8]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: 5 - [c7]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: 7 - [c6]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: 1-6 - [c5]Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy:
Learning to Optimize Tensor Programs. NeurIPS 2018: 3393-3404 - [c4]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: 578-594 - [e1]Luis Ceze, Natalie D. Enright Jerger, Babak Falsafi, Grigori Fursin, Anton Lokhmotov, Thierry Moreau, Adrian Sampson, Phillip Stanley-Marbell:
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. ACM 2018 [contents] - [i9]Thierry Moreau, Anton Lokhmotov, Grigori Fursin:
Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments. CoRR abs/1801.06378 (2018) - [i8]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 abs/1802.04799 (2018) - [i7]Tianqi Chen, Lianmin Zheng, Eddie Q. Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy:
Learning to Optimize Tensor Programs. CoRR abs/1805.08166 (2018) - [i6]Thierry Moreau, Tianqi Chen, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy:
VTA: An Open Hardware-Software Stack for Deep Learning. CoRR abs/1807.04188 (2018) - [i5]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 abs/1809.05859 (2018) - [i4]Meghan Cowan, Thierry Moreau, Tianqi Chen, Luis Ceze:
Automating Generation of Low Precision Deep Learning Operators. CoRR abs/1810.11066 (2018) - 2017
- [c3]Thierry Moreau, Felipe Augusto, Patrick Howe, Armin Alaghi, Luis Ceze:
Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper. CODES+ISSS 2017: 30:1-30:2 - [c2]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: 177-186 - [i3]Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe:
Exploring Computation-Communication Tradeoffs in Camera Systems. CoRR abs/1706.03864 (2017) - 2015
- [j6]Thierry Moreau, Adrian Sampson, Luis Ceze:
Approximate Computing: Making Mobile Systems More Efficient. IEEE Pervasive Comput. 14(2): 9-13 (2015) - [c1]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: 603-614 - 2013
- [i2]Thierry Moreau:
Towards a Better Approximation of Full Domain Hash - or - The Reef and Shoal Integrity Arrangement. CoRR abs/1305.2426 (2013) - 2012
- [j5]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: 14 (2012) - 2010
- [j4]Sigrid Rouam, Thierry Moreau, Philippe Broët:
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes. BMC Bioinform. 11: 150 (2010)
2000 – 2009
- 2005
- [j3]Cyril Dalmasso, Philippe Broët, Thierry Moreau:
A simple procedure for estimating the false discovery rate. Bioinform. 21(5): 660-668 (2005) - [i1]Thierry Moreau:
PEKE, Probabilistic Encryption Key Exchange, 10 Years Later, Including the PEKEv1.25 Specifications. IACR Cryptol. ePrint Arch. 2005: 183 (2005)
1990 – 1999
- 1999
- [j2]Thierry Moreau:
The emergence of a legal framework for electronic transactions. Comput. Secur. 18(5): 423-428 (1999) - 1996
- [j1]Thierry Moreau:
A probabilistic flaw in PGP design? Comput. Secur. 15(1): 39-43 (1996)
Coauthor Index
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