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melange:papers:spring2021 [2021/02/08 07:43]
lnarmour old revision restored (2021/02/08 07:39)
melange:papers:spring2021 [2021/02/08 08:10] (current)
lnarmour
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-@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 28: Line 46:
 numpages = {24}, numpages = {24},
 keywords = {Polyhedral model, Polyhedral code generation, Compiler verification}, keywords = {Polyhedral model, Polyhedral code generation, Compiler verification},
-loc = {Proceedings of the ACM on Programming Languages}+loc = {Proc. ACM Program. Lang.}
 } }
  
Line 44: Line 62:
 url={https://doi.org/10.1038/nature14541}, url={https://doi.org/10.1038/nature14541},
 loc={Nature} 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/spring2021.1612795427.txt.gz · Last modified: 2021/02/08 07:43 by lnarmour