A semiparametric method for clustering mixed data
- Alex Foss
- Marianthi Markatou
- et al.
- 2016
- Machine Learning
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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29 results at Machine Learning
Improving classification performance through selective instance completion
- Amit Dhurandhar
- Karthik Sankaranarayanan
- 2015
- Machine Learning
Exploiting label dependencies for improved sample complexity
- Lena Chekina
- Dan Gutfreund
- et al.
- 2012
- Machine Learning
Data and task parallelism in ILP using MapReduce
- Ashwin Srinivasan
- Tanveer A. Faruquie
- et al.
- 2011
- Machine Learning
Topic level expertise search over heterogeneous networks
- Jie Tang
- Jing Zhang
- et al.
- 2010
- Machine Learning
Extracting certainty from uncertainty: Regret bounded by variation in costs
- Elad Hazan
- Satyen Kale
- 2010
- Machine Learning
Regret bounds for sleeping experts and bandits
- Robert Kleinberg
- Alexandru Niculescu-Mizil
- et al.
- 2010
- Machine Learning
Semi-supervised local Fisher discriminant analysis for dimensionality reduction
- Masashi Sugiyama
- Tsuyoshi Idé
- et al.
- 2009
- Machine Learning
Parallel ILP for distributed-memory architectures
- Nuno A. Fonseca
- Ashwin Srinivasan
- et al.
- 2008
- Machine Learning
Robust reductions from ranking to classification
- Maria-Florina Balcan
- Nikhil Bansal
- et al.
- 2008
- Machine Learning