Publications

47 results at NeurIPS 2019

Imitation learning from observations by minimizing inverse dynamics disagreement
- - Chao Yang
  - Xiaojian Ma
  - et al.
- 2019
- NeurIPS 2019
Hybrid 8-bit floating point (HFP8) training and inference for deep neural networks
- - Xiao Sun
  - Jungwook Choi
  - et al.
- 2019
- NeurIPS 2019
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
Counting the optimal solutions in graphical models
- - Radu Marinescu
  - Rina Dechter
- 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
Online EXP3 learning in adversarial bandits with delayed feedback
- - Ilai Bistritz
  - Zhengyuan Zhou
  - et al.
- 2019
- NeurIPS 2019