Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. Dennis, D. K., Acar, D. A. E., Mandikal, V., Sadasivan, V. S., Saligrama, V., Simhadri, H. V., & Jain, P. In Wallach, H. M., Larochelle, H., Beygelzimer, A., d'Alché-Buc , F., Fox, E. B., & Garnett, R., editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, pages 12896–12906, 2019.
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices [link]Paper  bibtex   
@inproceedings{DBLP:conf/nips/DennisAMSSSJ19,
  author       = {Don Kurian Dennis and
                  Durmus Alp Emre Acar and
                  Vikram Mandikal and
                  Vinu Sankar Sadasivan and
                  Venkatesh Saligrama and
                  Harsha Vardhan Simhadri and
                  Prateek Jain},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Shallow {RNN:} Accurate Time-series Classification on Resource Constrained
                  Devices},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {12896--12906},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/76d7c0780ceb8fbf964c102ebc16d75f-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DennisAMSSSJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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