text_combined: mark paskin aanmpaskinorg apologies multiple postings call participation intelligence beyond desktop workshop 2005 neural information processing systems nips conference submission deadline friday october 14 2005 httpaistanfordedupaskinibd05 overview well past era desktop computer trends towards miniaturization wireless communication increased sensing control capabilities led variety systems distribute computation sensing controls across multiple devices examples include wireless sensor networks multirobot systems networks smartphones large area networks machine learning problems nontraditional settings faithfully viewed terms data set objective function optimize physical aspects system impose challenging new constraints resources computation actuation may limited distributed across many nodes requiring significant coordination limited communication resources make coordination expensive scale complexity systems often leads large amounts structured data make state estimation challenging addition systems often constraints limited power underactuation requiring reasoning system learning control furthermore largescale distributed systems often unreliable requiring algorithms robust failures lossy communication new learning inference control algorithms address challenges required workshop aims bring together researchers discuss new applications machine learning systems challenges arise emerging solutions format oneday workshop consist invited talks talks based upon submitted abstracts time set aside discussion tentative invited speakers dieter fox university washington leonidas guibas stanford university sebastian thrun stanford university speak machine learning algorithms used stanley stanfords entry darpa grand challenge call participation researchers working interface machine learning non traditional computer architectures invited submit descriptions research presentation workshop particular relevance research following topics distributed sensing computation andor control coordination robustness learninginferencecontrol resource constraints power computation time etc introspective machine learning reasoning system architecture context learninginferencecontrol especially encourage submissions address unique challenges posed nontraditional architectures computation wireless sensor networks multirobot systems largearea networks submissions extended abstracts pdf format longer three 3 pages long 10pt larger font submissions may emailed rdd1876cscmuedu subject ibd submission plan accept four six submissions 25 minute presentation slots submission please indicate would present poster work case qualified submissions speaking slots call participation wednesday august 31 2005 submission deadline friday october 14 2005 1159 pm pst acceptance notification tuesday november 1 2005 workshop friday december 9 2005 organizers carlos guestrin httpwwwcscmueduguestrin mark paskin httppaskinorg please direct inquiries regarding workshop ibd2005cscmuedu wed 06 aug 2008 110635 0700 uai cfp nips 2005 workshop intelligence beyond desktop