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

Generating Efficient DNN-Ensembles with Evolutionary Computation
- - Marc Ortiz
  - Florian Scheidegger
  - et al.
- 2020
- arXiv
Optimizing predictive precision in imbalanced datasets for actionable revenue change prediction
- - Pravar Dilip Mahajan
  - Abhinav Maurya
  - et al.
- 2020
- EJOR
Inexact SARAH algorithm for stochastic optimization
- - Lam Nguyen
  - Katya Scheinberg
  - et al.
- 2020
- Optimization Methods and Software
Automated assignment of helpdesk email tickets: An artificial intelligence life-cycle case study
- - Shivali Agarwal
  - Jayachandu Bandlamudi
  - et al.
- 2020
- AI Magazine
Charge Separation and Charge Carrier Mobility in Photocatalytic Metal-Organic Frameworks
- - Maria Fumanal
  - Andres Ortega-Guerrero
  - et al.
- 2020
- Advanced Functional Materials
TrajData: On Vehicle Trajectory Collection with Commodity Plug-and-Play OBU Devices
- - Zhu Xiao
  - Fancheng Li
  - et al.
- 2020
- IEEE IoT Journal
Aceso: PICO-Guided Evidence Summarization on Medical Literature
- - Xiang Zhang
  - Ping Geng
  - et al.
- 2020
- IEEE J-BHI
R/PY-SUMMA: An R/Python Package for Unsupervised Ensemble Learning for Binary Classification Problems in Bioinformatics
- - Mehmet Eren Ahsen
  - Robert Vogel
  - et al.
- 2020
- Journal of Computational Biology
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
- - Meisam Razaviyayn
  - Tianjian Huang
  - et al.
- 2020
- IEEE SPM