Parker Hill

According to our database1, Parker Hill authored at least 7 papers between 2016 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Bridging the Scalability Gap by Exploiting Error Tolerance for Emerging Applications.
PhD thesis, 2018

Rethinking Numerical Representations for Deep Neural Networks.
CoRR, 2018

2017
DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission.
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2016
Input responsiveness: using canary inputs to dynamically steer approximation.
Proceedings of the 37th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2016

Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation.
Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016


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