首先感謝機器學(xué)習(xí)日報,上面總結(jié)的內(nèi)容真的很棒!
本周看的內(nèi)容主要是遷移學(xué)習(xí)【Transfer Learning 】
具體學(xué)習(xí)內(nèi)容:
Transfer Learning Survey and Tutorials
【1】A Survey on Transfer Learning, Sinno Jialin Pan and Qiang Yang. In IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE). Volume 22, No. 10, Pages 1345⑴359, October 2010.
【2】Invited course: Transfer Learning (Part I: Overview) , a lecture at Machine Learning Summer School 2011 (MLSS⑴1), Singapore. Jun. 2011.
【3】Tutorial: Domain Adaptation in Real-world Applications, at the 4th Asian Conference on Machine Learning (ACML⑴2), Singapore. Nov. 2012.
【4】Tutorial: Transfer Learning with Applications, at the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD⑴3), Gold Coast, Australia. Apr. 2013.
【5】Tutorial: Transfer Learning with Applications, at the 23rd International Joint Conference on Artificial Intelligence (IJCAI⑴3), Beijing, China. Aug. 2013.
【6】Invited course: Transfer Learning, a lecture of the short course on Data Mining Techniques and Applications at NUS, organized by Pattern Recognition and Machine Intelligence Association (PREMIA), Singapore. Jan. 2014.