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melange:papers:spring2021 [2021/02/08 07:01]
lnarmour
melange:papers:spring2021 [2021/02/08 08:10] (current)
lnarmour
Line 1: Line 1:
-@misc{li2021analytical,+@article{10.5555/3322706.3322734, 
 +author = {Bingham, Eli and Chen, Jonathan P. and Jankowiak, Martin and Obermeyer, Fritz and Pradhan, Neeraj and Karaletsos, Theofanis and Singh, Rohit and Szerlip, Paul and Horsfall, Paul and Goodman, Noah D.}, 
 +title = {Pyro: Deep Universal Probabilistic Programming}, 
 +year = {2019}, 
 +issue_date = {January 2019}, 
 +publisher = {JMLR.org}, 
 +volume = {20}, 
 +number = {JMLR}, 
 +issn = {1532-4435}, 
 +loc = {J. Mach. Learn. Res.}, 
 +month = jan, 
 +pages = {973–978}, 
 +numpages = {6}, 
 +keywords = {probabilistic programming, deep learning, approximate Bayesian inference, graphical models, generative models}, 
 +url = {https://paperswithcode.com/paper/pyro-deep-universal-probabilistic-programming} 
 +
 + 
 + 
 +@article{li2021analytical,
 title={Analytical Characterization and Design Space Exploration for Optimization of CNNs},  title={Analytical Characterization and Design Space Exploration for Optimization of CNNs}, 
 author={Rui Li and Yufan Xu and Aravind Sukumaran-Rajam and Atanas Rountev and P. Sadayappan}, author={Rui Li and Yufan Xu and Aravind Sukumaran-Rajam and Atanas Rountev and P. Sadayappan},
Line 6: Line 24:
 archivePrefix={arXiv}, archivePrefix={arXiv},
 primaryClass={cs.LG}, primaryClass={cs.LG},
-url={https://arxiv.org/pdf/2101.09808.pdf}+url={https://arxiv.org/pdf/2101.09808.pdf}, 
 +loc={The ACM Conference on Architectural Support for Programming Languages and Operating 
 +Systems}, 
 +number={ASPLOS}
 } }
  
Line 24: Line 45:
 articleno = {40}, articleno = {40},
 numpages = {24}, numpages = {24},
-keywords = {Polyhedral model, Polyhedral code generation, Compiler verification}+keywords = {Polyhedral model, Polyhedral code generation, Compiler verification}, 
 +loc = {Proc. ACM Program. Lang.}
 } }
  
Line 34: Line 56:
 month={May}, month={May},
 day={01}, day={01},
-volume={521}, +number={521},
-number={7553},+
 pages={452-459}, pages={452-459},
 issn={1476-4687}, issn={1476-4687},
 doi={10.1038/nature14541}, doi={10.1038/nature14541},
-url={https://doi.org/10.1038/nature14541}+url={https://doi.org/10.1038/nature14541}, 
 +loc={Nature} 
 +
 + 
 +@article{10.1145/3341702, 
 +author = {Walia, Rajan and Narayanan, Praveen and Carette, Jacques and Tobin-Hochstadt, Sam and Shan, Chung-chieh}, 
 +title = {From High-Level Inference Algorithms to Efficient Code}, 
 +year = {2019}, 
 +issue_date = {August 2019}, 
 +publisher = {Association for Computing Machinery}, 
 +address = {New York, NY, USA}, 
 +volume = {3}, 
 +number = {ICFP}, 
 +url = {https://doi.org/10.1145/3341702}, 
 +doi = {10.1145/3341702}, 
 +journal = {Proc. ACM Program. Lang.}, 
 +month = jul, 
 +articleno = {98}, 
 +numpages = {30}, 
 +keywords = {loop optimization, conjugacy, marginalization, collapsed Gibbs sampling, arrays, plates, multidimensional distributions, probabilistic programs, map-reduce}, 
 +loc = {Proc. ACM Program. Lang.}
 } }
melange/papers/spring2021.1612792904.txt.gz · Last modified: 2021/02/08 07:01 by lnarmour