Publications

29 results at Machine Learning

A semiparametric method for clustering mixed data
- - Alex Foss
  - Marianthi Markatou
  - et al.
- 2016
- 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