Publications
Homogenization of material properties in additively manufactured structures.
Computer-Aided Design. 78, 71-82.
(2016). Host of Troubles: Multiple Host Ambiguities in HTTP Implementations.
Proceedings of ACM CCS.
(2016). How neural network depth compensates for HMM conditional independence assumptions in DNN-HMM acoustic models.
Proceedings of Interspeech 2016.
(2016). A High Performance Packet Core for Next Generation Cellular Networks..
Proceedings of the Conference of the ACM Special Interest Group on Data Communication SIGNCOMM '17.
(2017). Hessian-based Analysis of Large Batch Training and Robustness to Adversaries.
Proceedings of the 2018 NeurIPS Conference. 4954-4964.
(2018).
(2018). HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision.
Proceedings of ICCV 2019.
(2019). Homogenization of material properties in additively manufactured structures.
US Patent 10353378.
(2019). Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks.
Proceedings of 2020 SDM Conference.
(2020).