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

Parallel Bayesian network structure learning
- - Tian Gao
  - Dennis Wei
- 2018
- ICML 2018
Using inherent structures to design lean 2-layer RBMs
- - Abhishek Bansal
  - Abhinav Anand
  - et al.
- 2018
- ICML 2018
Asynchronous decentralized parallel stochastic gradient descent
- - Xiangru Lian
  - Wei Zhang
  - et al.
- 2018
- ICML 2018
SGD and Hogwild! Convergence without the bounded gradients assumption
- - Lam Nguyen
  - Phuong Ha Nguyen
  - et al.
- 2018
- ICML 2018
A Boo(n) for evaluating architecture performance
- - Ondrej Bajgar
  - Rudolf Kadlec
  - et al.
- 2018
- ICML 2018
A Distributed Second-Order Algorithm You Can Trust
- - Celestine Duenner
  - Aurélien Lucchi
  - et al.
- 2018
- ICML 2018
DyHard-DNN: Even more DNN acceleration with dynamic hardware reconfiguration
- - Mateja Putic
  - Alper Buyuktosunoglu
  - et al.
- 2018
- DAC 2018
Compensated-DNN: Energy efficient low-precision deep neural networks by compensating quantization errors
- - Shubham Jain
  - Swagath Venkataramani
  - et al.
- 2018
- DAC 2018
Automatically solving NP-complete problems on a quantum computer
- - Shaohan Hu
  - Peng Liu
  - et al.
- 2018
- ICSE 2018
Evaluating the robustness of neural networks: An extreme value theory approach
- - Tsui Wei Weng
  - Huan Zhang
  - et al.
- 2018
- ICLR 2018