Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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15 results for Edwin Pednault

NIMBLE: A toolkit for the implementation of parallel data mining and machine learning algorithms on mapReduce
- - Amol Ghoting
  - Prabhanjan Kambadur
  - et al.
- 2011
- KDD 2011
SystemML: Declarative machine learning on MapReduce
- - Amol Ghoting
  - Rajasekar Krishnamurthy
  - et al.
- 2011
- ICDE 2011
Embedded predictive modeling in a parallel relational database
- - A. Dorneich
  - E. Pednault
  - et al.
- 2006
- SAC 2006
Transform regression and the Kolmogorov superposition theorem
- - Edwin Pednault
- 2006
- SDM 2006
Empirical comparison of various reinforcement learning strategies for sequential targeted marketing
- - Naoki Abe
  - Edwin Pednault
  - et al.
- 2002
- ICDM 2002
Sequential cost-sensitive decision making with reinforcement learning
- - Edwin Pednault
  - Naoki Abe
  - et al.
- 2002
- KDD 2002
Segmentation-based modeling for advanced targeted marketing
- - C.V. Apte
  - E. Bibelnieks
  - et al.
- 2001
- KDD 2001
Active learning of quantum system Hamiltonians yields query advantage
- - Arkopal Dutt
  - Edwin Pednault
  - et al.
- 2023
- PRResearch
Data-intensive analytics for predictive modeling
- - C.V. Apte
  - Se June Hong
  - et al.
- 2003
- IBM J. Res. Dev
Business applications of data mining
- - Chidanand Apte
  - Bing Liu
  - et al.
- 2002
- Communications of the ACM