{"id":27447,"date":"2023-02-02T15:39:08","date_gmt":"2023-02-02T20:39:08","guid":{"rendered":"http:\/\/www.bu.edu\/csmet\/?p=27447"},"modified":"2023-02-02T15:40:44","modified_gmt":"2023-02-02T20:40:44","slug":"marz-machine-learning-on-the-fly","status":"publish","type":"post","link":"https:\/\/www.bu.edu\/csmet\/2023\/02\/02\/marz-machine-learning-on-the-fly\/","title":{"rendered":"MaRz: Machine Learning on the Fly"},"content":{"rendered":"<p><iframe loading=\"lazy\" width=\"400\" height=\"285\" style=\"padding: 25px;\" align=\"left\" src=\"https:\/\/cdnapisec.kaltura.com\/p\/2159741\/embedPlaykitJs\/uiconf_id\/54272102?iframeembed=true&#038;entry_id=1_k1tistda\" allowfullscreen=\"allowfullscreen\" webkitallowfullscreen=\"webkitallowfullscreen\" mozallowfullscreen=\"mozallowfullscreen\" allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"01-09-2023 CS Research Webinar\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p><strong>MaRz: Machine Learning on the Fly<\/strong><br \/>\nJanuary 9, 2023<\/p>\n<p><strong>Abstract:<\/strong> This research concerns machine learning on the fly, for problems where learning data changes continually, or where waiting for the system to learn is impractical. The principle behind MaRz (Machine Learning in Real Time by Fuzzification) is a fuzzy interpretation of data. This is a quantitative expression of the fact that each datum need not be taken literally. For example, a particular student with SAT score 1300 and college GPA of 3.5, among hundreds of thousands, can be just as appropriately thought of as having approximately 1300 and 3.5 scores respectively. MaRz expresses this via fuzzy values centered on traditional \u201ccrisp\u201d values. We show results on increasingly complex data sets and discuss the technical issues involved.<\/p>\n<p><strong>Speaker Bio:<\/strong> Eric Braude has a Ph.D. in mathematics from Columbia University and master&#8217;s degree in computer science. He taught at CUNY and Penn State, followed by 12 years in government and industry as a software engineer, scientist, and manager. He is an associate professor of computer science at Boston University\u2019s Metropolitan College. Eric has written, cowritten, or edited six books. His research concerns machine learning and program design.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ufeff MaRz: Machine Learning on the Fly January 9, 2023 Abstract: This research concerns machine learning on the fly, for problems where learning data changes continually, or where waiting for the system to learn is impractical. The principle behind MaRz (Machine Learning in Real Time by Fuzzification) is a fuzzy interpretation of data. This is [&hellip;]<\/p>\n","protected":false},"author":2828,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[10840],"tags":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/posts\/27447"}],"collection":[{"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/users\/2828"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/comments?post=27447"}],"version-history":[{"count":3,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/posts\/27447\/revisions"}],"predecessor-version":[{"id":27452,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/posts\/27447\/revisions\/27452"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/media?parent=27447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/categories?post=27447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bu.edu\/csmet\/wp-json\/wp\/v2\/tags?post=27447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}