Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Year

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