{"action":"created","issue":{"url":"https://api.github.com/repos/azhe825/Literature-Review/issues/20","repository_url":"https://api.github.com/repos/azhe825/Literature-Review","labels_url":"https://api.github.com/repos/azhe825/Literature-Review/issues/20/labels{/name}","comments_url":"https://api.github.com/repos/azhe825/Literature-Review/issues/20/comments","events_url":"https://api.github.com/repos/azhe825/Literature-Review/issues/20/events","html_url":"https://github.com/azhe825/Literature-Review/issues/20","id":150692080,"number":20,"title":"Active Learning","user":{"login":"azhe825","id":13929197,"avatar_url":"https://avatars.githubusercontent.com/u/13929197?v=3","gravatar_id":"","url":"https://api.github.com/users/azhe825","html_url":"https://github.com/azhe825","followers_url":"https://api.github.com/users/azhe825/followers","following_url":"https://api.github.com/users/azhe825/following{/other_user}","gists_url":"https://api.github.com/users/azhe825/gists{/gist_id}","starred_url":"https://api.github.com/users/azhe825/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/azhe825/subscriptions","organizations_url":"https://api.github.com/users/azhe825/orgs","repos_url":"https://api.github.com/users/azhe825/repos","events_url":"https://api.github.com/users/azhe825/events{/privacy}","received_events_url":"https://api.github.com/users/azhe825/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":2,"created_at":"2016-04-24T19:21:31Z","updated_at":"2016-04-29T19:05:09Z","closed_at":null,"body":"[Re-active Learning: Active Learning with Relabeling](https://www.cs.washington.edu/ai/pubs/lin-aaai16.pdf)"},"comment":{"url":"https://api.github.com/repos/azhe825/Literature-Review/issues/comments/215850268","html_url":"https://github.com/azhe825/Literature-Review/issues/20#issuecomment-215850268","issue_url":"https://api.github.com/repos/azhe825/Literature-Review/issues/20","id":215850268,"user":{"login":"azhe825","id":13929197,"avatar_url":"https://avatars.githubusercontent.com/u/13929197?v=3","gravatar_id":"","url":"https://api.github.com/users/azhe825","html_url":"https://github.com/azhe825","followers_url":"https://api.github.com/users/azhe825/followers","following_url":"https://api.github.com/users/azhe825/following{/other_user}","gists_url":"https://api.github.com/users/azhe825/gists{/gist_id}","starred_url":"https://api.github.com/users/azhe825/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/azhe825/subscriptions","organizations_url":"https://api.github.com/users/azhe825/orgs","repos_url":"https://api.github.com/users/azhe825/repos","events_url":"https://api.github.com/users/azhe825/events{/privacy}","received_events_url":"https://api.github.com/users/azhe825/received_events","type":"User","site_admin":false},"created_at":"2016-04-29T19:05:09Z","updated_at":"2016-04-29T19:05:09Z","body":"Basic active learning:\r\n\r\n[Active Learning, Synthesis Lectures on Artificial Intelligence and Machine Learning (BOOK)](http://ise.thss.tsinghua.edu.cn/MIG/Active%20Learning%20with%20Cross-class%20Knowledge%20Transfer.pdf)\r\n\r\nSoftware product line related: (?)\r\n\r\n[Active Learning with Clustering](http://www.jmlr.org/proceedings/papers/v16/bodo11a/bodo11a.pdf)\r\nthis one works with really huge data set and similar to what vivek has done: find representatives, use them to build hierarchical clusters (instead of decision tree).\r\n\r\nTransfer active learning: (defect prediction?)\r\n\r\n[Active Learning with Cross-Class Knowledge Transfer](http://ise.thss.tsinghua.edu.cn/MIG/Active%20Learning%20with%20Cross-class%20Knowledge%20Transfer.pdf)\r\n\r\nand its references.\r\n\r\nCluster-based active learning: (StackOverflow Data?)\r\n\r\n[Hierarchical sampling for active learning](http://dl.acm.org/citation.cfm?id=1390183)\r\n\r\nCrowd sourcing related:\r\n\r\n[Re-active Learning: Active Learning with Relabeling](https://www.cs.washington.edu/ai/pubs/lin-aaai16.pdf)"}}