Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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27 results at NeurIPS 2018

∆-encoder: an effective sample synthesis method for few-shot object recognition
- - Eli Schwartz
  - Leonid Karlinsky
  - et al.
- 2018
- NeurIPS 2018
Constrained generation of semantically valid graphs via regularizing variational autoencoders
- - Tengfei Ma
  - Jie Chen
  - et al.
- 2018
- NeurIPS 2018
Zeroth-order stochastic variance reduction for nonconvex optimization
- - Sijia Liu
  - Bhavya Kailkhura
  - et al.
- 2018
- NeurIPS 2018
Learning abstract options
- - Matthew Riemer
  - Miao Liu
  - et al.
- 2018
- NeurIPS 2018
Dialog-based Interactive Image Retrieval
- - Xiaoxiao Guo
  - Steven Rennie
  - et al.
- 2018
- NeurIPS 2018
Efficient neural network robustness certification with general activation functions
- - Huan Zhang
  - Tsui Wei Weng
  - et al.
- 2018
- NeurIPS 2018
Proximal graphical event models
- - Debarun Bhattacharjya
  - Dharmashankar Subramanian
  - et al.
- 2018
- NeurIPS 2018
Experimental design for cost-aware learning of causal graphs
- - Erik M. Lindgren
  - Alexandros G. Dimakis
  - et al.
- 2018
- NeurIPS 2018
Improving simple models with confidence profiles
- - Amit Dhurandhar
  - Ronny Luss
  - et al.
- 2018
- NeurIPS 2018
Mime: Multilevel medical embedding of electronic health records for predictive healthcare
- - Edward Choi
  - Cao Xiao
  - et al.
- 2018
- NeurIPS 2018