Sunday, August 23, 2020 -- Virtual (Approximately 9:00 am - 5:00 pm US EDT = 13:00 - 21:00 UTC)
In conjunction with ISPASS 2020
| Speaker | Affiliation | Talk Title |
|---|---|---|
| Vivienne Sze | MIT | How to Evaluate Efficient Deep Neural Network Approaches |
| Grigori Fursin | Co-Founder and CTO – CodeReef.ai | Enabling Reproducible ML&Systems Research: The Good, the Bad and the Ugly |
| Yuhao Zhu | University of Rochester | Getting Computer Systems Ready for Visual Computing in Ten Years |
| Leopold Grinberg | IBM Research | Unsupervised Training and Unified Global Address Spaces |
| Colby Banbury | Harvard University | tinyMLPerf: Benchmarking Ultra-low Power Machine Learning Systems |
| Chuang Gan | IBM | Pending |
| Anju Kambadur, Ania Musial, Ian Hummel | Bloomberg L.P. | The Bloomberg Data Science Platform |
| Title | SpecNet: Spectral Domain Convolutional Neural Network |
| Authors | Bochen Guan, Jinnian Zhang, William A. Sethares, Richard Kijowski (University of Wisconsin), Fang Liu (Harvard University) |
| Title | Quantifying the impact of data encoding on DNN fault tolerance |
| Authors | Edward Pyne, Lillian Pentecoste, Udit Gupta, Gu-Yeon Wei, David Brooks (Harvard University) |