Hybrid 8-bit floating point (HFP8) training and inference for deep neural networks
- Xiao Sun
- Jungwook Choi
- et al.
- 2019
- NeurIPS 2019
Publications
Tight certificates of adversarial robustness for randomly smoothed classifiers
- Guang He Lee
- Yang Yuan
- et al.
- 2019
- NeurIPS 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration
- Florian Scheidegger
- Luca Benini
- et al.
- 2019
- NeurIPS 2019
Visual concept-metaconcept learning
- Chi Han
- Jiayuan Mao
- et al.
- 2019
- NeurIPS 2019
More is less: Learning efficient video representations by big-little network and depthwise temporal aggregation
- Quanfu Fan
- Chun Fu Chen
- et al.
- 2019
- NeurIPS 2019
Hierarchical optimal transport for document representation
- Mikhail Yurochkin
- Farzaneh Mirzazadeh
- et al.
- 2019
- NeurIPS 2019
Tight dimension independent lower bound on the expected convergence rate for diminishing step sizes in sgd
- Phuong Ha Nguyen
- Lam Nguyen
- et al.
- 2019
- NeurIPS 2019
Scalable inference of topic evolution via models for latent geometric structures
- Mikhail Yurochkin
- Zhiwei Fan
- et al.
- 2019
- NeurIPS 2019
A game theoretic approach to class-wise selective rationalization
- Shiyu Chang
- Yang Zhang
- et al.
- 2019
- NeurIPS 2019
Average-case averages: Private algorithms for smooth sensitivity and mean estimation
- Mark Bun
- Thomas Steinke
- 2019
- NeurIPS 2019