Jekyll2023-02-08T10:38:23+00:00https://proceedings.mlr.press/v18/feed.xmlProceedings of Machine Learning ResearchProceedings of KDD Cup 2011 on 21 August 2011
Published as Volume 18 by the Proceedings of Machine Learning Research on 01 June 2012.
Volume Edited by:
Gideon Dror
Yehuda Koren
Markus Weimer
Series Editors:
Neil D. Lawrence
PMLRCombining Predictors for Recommending Music:the False Positives’ approach to KDD Cup track 22012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/balakrishnan12a[{"given"=>"Suhrid", "family"=>"Balakrishnan", "email"=>"suhrid@research.att.com"}, {"given"=>"Rensheng", "family"=>"Wang", "email"=>"rw218j@research.att.com"}, {"given"=>"Carlos", "family"=>"Scheidegger", "email"=>"cscheid@research.att.com"}, {"given"=>"Angus", "family"=>"MacLellan", "email"=>"angusm@research.att.com"}, {"given"=>"Yifan", "family"=>"Hu", "email"=>"yifanhu@research.att.com"}, {"given"=>"Aaron", "family"=>"Archer", "email"=>"aarcher@research.att.com"}, {"given"=>"Shankar", "family"=>"Krishnan", "email"=>"krishnas@research.att.com"}, {"given"=>"David", "family"=>"Applegate", "email"=>"david@research.att.com"}, {"given"=>"Guang Qin", "family"=>"Ma", "email"=>"gma@research.att.com"}, {"given"=>"S. Tom", "family"=>"Au", "email"=>"sau@research.att.com"}]A Linear Ensemble of Individual and Blended Models for Music Rating Prediction2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/chen12a[{"given"=>"Po-Lung", "family"=>"Chen"}, {"given"=>"Chen-Tse", "family"=>"Tsai"}, {"given"=>"Yao-Nan", "family"=>"Chen"}, {"given"=>"Ku-Chun", "family"=>"Chou"}, {"given"=>"Chun-Liang", "family"=>"Li"}, {"given"=>"Cheng-Hao", "family"=>"Tsai"}, {"given"=>"Kuan-Wei", "family"=>"Wu"}, {"given"=>"Yu-Cheng", "family"=>"Chou"}, {"given"=>"Chung-Yi", "family"=>"Li"}, {"given"=>"Wei-Shih", "family"=>"Lin"}, {"given"=>"Shu-Hao", "family"=>"Yu"}, {"given"=>"Rong-Bing", "family"=>"Chiu"}, {"given"=>"Chieh-Yen", "family"=>"Lin"}, {"given"=>"Chien-Chih", "family"=>"Wang"}, {"given"=>"Po-Wei", "family"=>"Wang"}, {"given"=>"Wei-Lun", "family"=>"Su"}, {"given"=>"Chen-Hung", "family"=>"Wu"}, {"given"=>"Tsung-Ting", "family"=>"Kuo"}, {"given"=>"Todd G.", "family"=>"McKenzie"}, {"given"=>"Ya-Hsuan", "family"=>"Chang"}, {"given"=>"Chun-Sung", "family"=>"Ferng"}, {"given"=>"Chia-Mau", "family"=>"Ni"}, {"given"=>"Hsuan-Tien", "family"=>"Lin"}, {"given"=>"Chih-Jen", "family"=>"Lin"}, {"given"=>"Shou-De", "family"=>"Lin"}]The Yahoo! Music Dataset and KDD-Cup’112012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/dror12a[{"given"=>"Gideon", "family"=>"Dror"}, {"given"=>"Noam", "family"=>"Koenigstein"}, {"given"=>"Yehuda", "family"=>"Koren"}, {"given"=>"Markus", "family"=>"Weimer"}]Personalized Ranking for Non-Uniformly Sampled Items2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/gantner12a[{"given"=>"Zeno", "family"=>"Gantner"}, {"given"=>"Lucas", "family"=>"Drumond"}, {"given"=>"Christoph", "family"=>"Freudenthaler"}, {"given"=>"Lars", "family"=>"Schmidt-Thieme"}]Collaborative Filtering Ensemble2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/jahrer12a[{"given"=>"Michael", "family"=>"Jahrer"}, {"given"=>"Andreas", "family"=>"Töscher"}]Collaborative Filtering Ensemble for Ranking2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/jahrer12b[{"given"=>"Michael", "family"=>"Jahrer"}, {"given"=>"Andreas", "family"=>"Töscher"}]The Love-Hate Square Counting Method for Recommender Systems2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/kong12a[{"given"=>"Joseph S.", "family"=>"Kong"}, {"given"=>"Kyle", "family"=>"Teague"}, {"given"=>"Justin", "family"=>"Kessler"}]Hybrid Recommendation Models for Binary User Preference Prediction Problem2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/lai12a[{"given"=>"Siwei", "family"=>"Lai", "email"=>"swlai@nlpr.ia.ac.cn"}, {"given"=>"Yang", "family"=>"Liu", "email"=>"liuyang09@nlpr.ia.ac.cn"}, {"given"=>"Huxiang", "family"=>"Gu", "email"=>"hxgu@nlpr.ia.ac.cn"}, {"given"=>"Liheng", "family"=>"Xu", "email"=>"lhxu@nlpr.ia.ac.cn"}, {"given"=>"Kang", "family"=>"Liu", "email"=>"kliu@nlpr.ia.ac.cn"}, {"given"=>"Shiming", "family"=>"Xiang", "email"=>"smxiang@nlpr.ia.ac.cn"}, {"given"=>"Jun", "family"=>"Zhao", "email"=>"jzhao@nlpr.ia.ac.cn"}, {"given"=>"Rui", "family"=>"Diao", "email"=>"diaorui@lsec.cc.ac.cn"}, {"given"=>"Liang", "family"=>"Xiang", "email"=>"liangxiang@hulu.com"}, {"given"=>"Hang", "family"=>"Li", "email"=>"hangli@hulu.com"}, {"given"=>"Dong", "family"=>"Wang", "email"=>"wangdong@hulu.com"}]Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/mckenzie12a[{"given"=>"Todd G.", "family"=>"McKenzie"}, {"given"=>"Chun-Sung", "family"=>"Ferng"}, {"given"=>"Yao-Nan", "family"=>"Chen"}, {"given"=>"Chun-Liang", "family"=>"Li"}, {"given"=>"Cheng-Hao", "family"=>"Tsai"}, {"given"=>"Kuan-Wei", "family"=>"Wu"}, {"given"=>"Ya-Hsuan", "family"=>"Chang"}, {"given"=>"Chung-Yi", "family"=>"Li"}, {"given"=>"Wei-Shih", "family"=>"Lin"}, {"given"=>"Shu-Hao", "family"=>"Yu"}, {"given"=>"Chieh-Yen", "family"=>"Lin"}, {"given"=>"Po-Wei", "family"=>"Wang"}, {"given"=>"Chia-Mau", "family"=>"Ni"}, {"given"=>"Wei-Lun", "family"=>"Su"}, {"given"=>"Tsung-Ting", "family"=>"Kuo"}, {"given"=>"Chen-Tse", "family"=>"Tsai"}, {"given"=>"Po-Lung", "family"=>"Chen"}, {"given"=>"Rong-Bing", "family"=>"Chiu"}, {"given"=>"Ku-Chun", "family"=>"Chou"}, {"given"=>"Yu-Cheng", "family"=>"Chou"}, {"given"=>"Chien-Chih", "family"=>"Wang"}, {"given"=>"Chen-Hung", "family"=>"Wu"}, {"given"=>"Hsuan-Tien", "family"=>"Lin"}, {"given"=>"Chih-Jen", "family"=>"Lin"}, {"given"=>"Shou-De", "family"=>"Lin"}]Taxonomy-Informed Latent Factor Models for Implicit Feedback2012-06-01T00:00:00+00:002012-06-01T00:00:00+00:00https://proceedings.mlr.press/v18/mnih12a[{"given"=>"Andriy", "family"=>"Mnih"}]