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Jared Roesch
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2020 – today
- 2023
- [i7]Ruihang Lai, Junru Shao, Siyuan Feng, Steven S. Lyubomirsky, Bohan Hou, Wuwei Lin, Zihao Ye, Hongyi Jin, Yuchen Jin, Jiawei Liu
, Lesheng Jin, Yaxing Cai, Ziheng Jiang, Yong Wu, Sunghyun Park, Prakalp Srivastava, Jared G. Roesch, Todd C. Mowry, Tianqi Chen:
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning. CoRR abs/2311.02103 (2023) - 2021
- [j6]Michael Christensen
Safe functional systems through integrity types and verified assembly. Theor. Comput. Sci. 851: 39-61 (2021) - [c9]Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. ICLR 2021 - [c8]Haichen Shen, Jared Roesch, Zhi Chen, Wei Chen, Yong Wu, Mu Li, Vin Sharma, Zachary Tatlock, Yida Wang:
Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference. MLSys 2021 - [i6]Zhi Chen, Cody Hao Yu, Trevor Morris, Jorn Tuyls, Yi-Hsiang Lai, Jared Roesch, Elliott Delaye, Vin Sharma, Yida Wang:
Bring Your Own Codegen to Deep Learning Compiler. CoRR abs/2105.03215 (2021) - 2020
- [b1]Jared Roesch:
Principled Optimization Of Dynamic Neural Networks. University of Washington, USA, 2020 - [j5]Luis Vega, Jared Roesch, Joseph McMahan, Luis Ceze:
LastLayer: Toward Hardware and Software Continuous Integration. IEEE Micro 40(4): 103-111 (2020) - [i5]Haichen Shen, Jared Roesch, Zhi Chen, Wei Chen, Yong Wu, Mu Li, Vin Sharma, Zachary Tatlock, Yida Wang:
Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference. CoRR abs/2006.03031 (2020) - [i4]Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. CoRR abs/2006.09616 (2020)
2010 – 2019
- 2019
- [j4]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) - [c7]Josh Pollock, Jared Roesch, Doug Woos, Zachary Tatlock
Theia: automatically generating correct program state visualizations. SPLASH-E 2019: 46-56 - [c6]Eunice Jun, Maureen Daum, Jared Roesch, Sarah E. Chasins
Tea: A High-level Language and Runtime System for Automating Statistical Analysis. UIST 2019: 591-603 - [i3]Eunice Jun, Maureen Daum, Jared Roesch, Sarah E. Chasins, Emery D. Berger, René Just, Katharina Reinecke:
Tea: A High-level Language and Runtime System for Automating Statistical Analysis. CoRR abs/1904.05387 (2019) - [i2]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
- [j3]Joseph McMahan, Michael Christensen, Lawton Nichols, Jared Roesch, Sung-Yee Guo, Ben Hardekopf
An Architecture for Analysis. IEEE Micro 38(3): 107-115 (2018) - [j2]Shumo Chu, Brendan Murphy, Jared Roesch, Alvin Cheung
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries. Proc. VLDB Endow. 11(11): 1482-1495 (2018) - [c5]Jared Roesch, Steven Lyubomirsky
Relay: a new IR for machine learning frameworks. MAPL@PLDI 2018: 58-68 - [i1]Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, Zachary Tatlock:
Relay: A New IR for Machine Learning Frameworks. CoRR abs/1810.00952 (2018) - 2017
- [j1]Gabriel Ebner, Sebastian Ullrich
A metaprogramming framework for formal verification. Proc. ACM Program. Lang. 1(ICFP): 34:1-34:29 (2017) - [c4]Joseph McMahan, Michael Christensen, Lawton Nichols, Jared Roesch, Sung-Yee Guo, Ben Hardekopf
An Architecture Supporting Formal and Compositional Binary Analysis. ASPLOS 2017: 177-191 - 2015
- [c3]Kyle Dewey
Fuzzing the Rust Typechecker Using CLP (T). ASE 2015: 482-493 - 2014
- [c2]Kyle Dewey
Language fuzzing using constraint logic programming. ASE 2014: 725-730 - 2013
- [c1]Madhukar N. Kedlaya, Jared Roesch, Behnam Robatmili, Mehrdad Reshadi, Ben Hardekopf
Improved type specialization for dynamic scripting languages. DLS 2013: 37-48
Coauthor Index
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