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

Shuffling Gradient-Based Methods
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2021
- INFORMS 2021
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes
- - Nhuong Nguyen
  - Toan Nguyen
  - et al.
- 2021
- INFORMS 2021
A Strongly Polynomial Algorithm for Risk Constrained Problems
- - Alexander Zadorojniy
  - Takayuki Osogami
- 2021
- INFORMS 2021
Economically viable sustainable supplier and route selection framework for food supply chains
- - Kumar Saurav
  - Ivan Kayongo
  - et al.
- 2021
- INFORMS 2021
Alternate Forecast: a GMM based representation of forecast and prediction interval
- - Sumanta Mukherjee
  - Siddhant Haldar
  - et al.
- 2021
- INFORMS 2021
A Framework For GHG Hotspot Identification And Recommendation Of Farming Practices Using Cohort Analysis
- - Ayush Jain
  - Ranjini Bangalore
  - et al.
- 2021
- INFORMS 2021
An Adaptive Transfer-learning Based Missing Data Imputation For Reliable Accounting Of Building Carbon Footprint.
- - Manikandan Padmanaban
  - Ayush Jain
  - et al.
- 2021
- INFORMS 2021
Asynchronous decentralized accelerated stochastic gradient descent
- - Yi Zhou
  - Guanghui Lan
- 2021
- INFORMS 2021
Graph Toplogy Invariant Gradient and Sampling Complexity for Decentralized and Stochastic Optimization
- - Yi Zhou
  - Guanghui Lan
  - et al.
- 2021
- INFORMS 2021
Risk Analytics For Renewal Of Purchase Orders
- - Shubhi Asthana
  - Pawan Chowdhary
  - et al.
- 2021
- INFORMS 2021