Algorithmic Learning Theory 10th International Conference Alt '99 Tokyo Ja

Thisvolumecontainsallthepaperspresentedattheinternationalconferenceon Algorithmic Learning Theory 1999 (alt99), Held At Waseda University Int- Nationalconferencecenter,tokyo,japan,december 6?8,1999.theconference Was Sponsored By The Japanese Society For Arti Cial Intelligence (jsai). In Response To The Call For Papers, 51 Papers On All Aspects Of Algorithmic Learning Theory And Related Areas Were Submitted, Of Which 26 Papers Were - Lected For Presentation By The Program Committee Based On Their Originality, Quality, And Relevance To The Theory Of Machine Learning. In Addition To These Regular Papers, This Volume Contains Three Papers Of Invited Lectures Presented Bykatharinamorikoftheuniversityofdortmund,roberte.schapireofatt Labs, Shannon Lab., And Kenji Yamanishi Of Nec, Cc Media Research Lab.