"Compressed Vector Machine (CVM)"
Coming soon...
[code]: [datasets]:

"Gradient Boosted Feature Selection"
Proc. of 20th ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD), New York, 2014
[datasets]: colon.mat & pcmac.mat, included in the package

"Cost-Sensitive Tree of Classifiers"
Proc. of 30th Intl. Conf. on Machine Learning (ICML), Atlanta, 2013
[code]: (v2.0)
[datasets]: yahoo_ss_all.mat

"The Greedy Miser: Learning Under Test-time Budget"
Proc. of 29th Intl. Conf. on Machine Learning (ICML), Edinburgh, 2012
[code]: (v2.0)
[datasets]: yahoo_ss_binary.mat

"From sBoW to dCoT: Marginalized Encoders for Text Representation"
Proc. of 21st ACM Conf. of Information and Knowledge Management (CIKM), Hawaii, 2012
[datasets]: reuters.mat & dmoz.mat

"Distance Metric Learning for Kernel Machines"
arXiv:1208.3422, Technical Report, 2011
[datasets]: Included in ZIP file