Closing the loop: fast, interactive semi-supervised annotation with queries on features and instances b settles proceedings of the conference on empirical methods in natural language, 2011 117, 2011 sirt3 substrate specificity determined by peptide arrays and machine learning bc smith, b settles, wc hallows. Jmlr: workshop and conference proceedings 16 (2011) 1–18 workshop on active learning and experimental design from theories to queries: active learning in practice burr settles [email protected] machine learning department carnegie mellon university pittsburgh pa 15213 usa editor: i guyon, g. As in above answers the burr settles survey covers all the methods until 2010 but does n't have detailed mathematical analysis another resource is the phd thesis of dhsu which contains mathematical rigour required to understand recent papers and there is the tutorial video by dasgupta and langford 280 views view. Never ending learning tom m mitchell justin betteridge, andy carlson, jamie callan, william cohen estevam hruschka, bryan kisiel, mahaveer jain, jayant krishnamurthy edith law, thahir mohamed, burr settles, richard wang machine learning department carnegie mellon university june 2010. Long-term return on investment of learning systems phd thesis mohit kumar language technologies institute school of computer science carnegie mellon university pittsburgh, pa 15213 thesis committee jaime g carbonell, co-chair alexander i rudnicky, co-chair burr settles andrew e fano, accenture.
839–846 (visited on 01/11/2017)  fabrizio sebastiani “machine learning in automated text categorization” in: acm computing surveys (csur) 341 (2002) , pp 1–47 (visited on 01/07/2017)  burr settles “active learning literature survey” in: university of wisconsin madison 5255-66 (2010). Transactions on, 19(1):15–24, 2011 brenda r santos, alain delisle, christian larivi`ere, andré plamondon, and daniel imbeau re- liability of centre of pressure summary measures of postural steadiness in healthy young adults gait & posture, 27(3):408–415, 2008 burr settles active learning synthesis lectures on. For further investigation there have also been a few phd theses over the years dedicated to active learning, with rich related work sections in fact, this report originated as a chapter in my phd thesis (settles, 2008), which focuses on active learning with structured instances and potentially varied annotation.
Tom mitchell, william cohen, estevam hruschka, partha talukdar, justin betteridge, andrew carlson, bhavana dalvi, matt gardner, bryan kisiel, jayant krishnmurthy, ni lao, kathryn mazaitis, tahir mohammad, ndapandula nakashole, emmanouil antonios platanios, alan ritter, mehdi samadi, burr settles, richard wang. In her phd thesis , lomasky extended methods are only mentioned in the phd thesis, yielding mediocre results therein, we solely consider  burr settles active learning literature survey univ of wisconsin, madison, 2010  burr settles active learning, volume 18 of synthesis lectures on artificial intelligence. Phd thesis, computer science department, carnegie mellon university, 2015 ni lao, kathryn mazaitis, thahir mohamed, ndapa nakashole, emmanouil platanios, alan ritter, mehdi samadi, burr settles, richard wang, derry wijaya, abhinav gupta, xinlei chen, abulhair saparov, malcom greaves and joel welling.
Proceedings of the 54th annual meeting of the association for computational linguistics, pages 1848–1858 berlin, germany, august 7-12, 2016 co2016 association for computational linguistics a trainable spaced repetition model for language learning burr settles∗ duolingo pittsburgh, pa usa [email protected] duolingo. B settles computer sciences technical report 1648, university of wisconsin- madison, 2009 a survey of active learning literature see the book active learning above for an updated an more comprehensive treatment of this topic pdf curious machines: active learning with structured instances b settles phd thesis. Tom mitchell, william cohen, estevam hruschka, partha talukdar, justin betteridge, andrew carlson, bhavana dalvi, matt gardner, bryan kisiel, jayant krishnmurthy, ni lao, kathryn mazaitis, tahir mohammad, ndapa nakashole, emmanouil antonios platanios, alan ritter, mehdi samadi, burr settles, richard wang,.
Active learning burr settles carnegie mellon university synthesis lectures on artificial intelligence and machine learning #18 cm & claypool the task at hand this active learning book is the synthesis of a previous literature survey (settles, 2009) with chapter in my phd thesis during that. Curious machines: active learning with structured instances by burr settles a dissertation submitted in partial fulfillment of the requirements for the degree of doctor of philosophy (computer sciences) at the university of wisconsin–madison 2008.