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Talk
Mon Aug 07 12:15 AM -- 12:33 AM (PDT) @ C4.6 & C4.7
Asymmetric Tri-training for Unsupervised Domain Adaptation
In Transfer and multitask learning
Kuniaki Saito · Yoshitaka Ushiku · Tatsuya Harada
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 12:33 AM -- 12:51 AM (PDT) @ C4.6 & C4.7
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression
In Transfer and multitask learning
PENGFEI WEI · Ramon Sagarna · Yiping Ke · Yew Soon ONG · CHI GOH
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 12:51 AM -- 01:09 AM (PDT) @ C4.6 & C4.7
Multi-task Learning with Labeled and Unlabeled Tasks
In Transfer and multitask learning
Anastasia Pentina · Christoph H. Lampert
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 01:09 AM -- 01:27 AM (PDT) @ C4.6 & C4.7
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
In Transfer and multitask learning
Ken Kansky · Thomas Silver · David A Mély · Mohamed Eldawy · Miguel Lazaro-Gredilla · Xinghua Lou · Nimrod Dorfman · Szymon Sidor · Scott Phoenix · Dileep George
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 01:27 AM -- 01:45 AM (PDT) @ C4.6 & C4.7
Risk Bounds for Transferring Representations With and Without Fine-Tuning
In Transfer and multitask learning
Daniel McNamara · Nina Balcan
[ PDF]  [ ss Summary/Notes]  [ Video]