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

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
Attacking the Madry defense model with L₁-based adversarial examples
- - Yash Sharma
  - Pin-Yu Chen
- 2018
- ICLR 2018
Routing networks: Adaptive selection of non-linear functions for multi-task learning
- - Clemens Rosenbaum
  - Tim Klinger
  - et al.
- 2018
- ICLR 2018
Variational inference of disentangled latent concepts from unlabeled observations
- - Abhishek Kumar
  - Prasanna Sattigeri
  - et al.
- 2018
- ICLR 2018
Neuron as an agent
- - Shohei Ohsawa
  - Kei Akuzawa
  - et al.
- 2018
- ICLR 2018
Viterbi-based pruning for sparse matrix with fixed and high index compression ratio
- - Dongsoo Lee
  - Daehyun Ahn
  - et al.
- 2018
- ICLR 2018