{"id":138,"date":"2016-08-29T00:46:24","date_gmt":"2016-08-29T00:46:24","guid":{"rendered":"http:\/\/lptms.u-psud.fr\/andrey-lokhov\/?page_id=138"},"modified":"2022-07-04T09:03:08","modified_gmt":"2022-07-04T09:03:08","slug":"presentations","status":"publish","type":"page","link":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/presentations\/","title":{"rendered":"Talks"},"content":{"rendered":"

Recordings of some\u00a0recent talks<\/h3>\n

Jul 2020\u00a0 \u00a0 Talk:<\/strong> Learning Discrete Graphical Models with Neural Networks
\n<\/em>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0ICTP online conference “Youth in High-dimensions”, Trieste, Italy [video<\/a>]<\/p>\n

Feb 2019\u00a0 \u00a0 Talk:<\/strong> Learning of discrete graphical models
\n<\/em>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <\/strong>KITP program “The Rough High-Dimensional Landscape Problem'”, Santa Barbara [video<\/a>]
\n<\/strong><\/p>\n

Feb 2019\u00a0 \u00a0 Talk:<\/strong> Uncovering the behavior of quantum annealers with statistical learning<\/em>
\n<\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0KITP conference “At the Crossroad of Physics and Machine Learning'”, Santa Barbara [video<\/a>]<\/p>\n

Mar\u00a02017 \u00a0\u00a0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>Talk:<\/strong> Reconstruction of\u00a0the power grid dynamic model from sparse measurements<\/em>
\n<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0BIRS workshop\u00a0“Optimization and Inference for Physical Flows on Networks”, \u00a0Banff, Canada [video<\/a>, slides<\/a>]<\/p>\n

Jan 2017 \u00a0 \u00a0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>Talk:<\/strong>\u00a0Optimal structure and parameter learning of Ising models and calibration of the D-Wave quantum computer<\/em>
\n<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0AI seminar at Information Sciences Institute, University of Southern California, Los Angeles [video<\/a>, slides<\/a>]<\/p>\n

Jan 2017 \u00a0 \u00a0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>Talk:<\/strong> Influence maximization and model reconstruction in spreading processes with dynamic message passing<\/em>
\n<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Department of Computer Science, Viterbi School of Engineering, University of Southern California, Los Angeles [slides<\/a>]<\/p>\n

Dec 2016 \u00a0 \u00a0Poster<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>:<\/strong> Reconstructing parameters of spreading models from partial observations<\/em>
\n<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0NIPS 2016, Barcelona, Spain\u00a0[spotlight video<\/a>, poster<\/a>]<\/p>\n

Aug 2016 \u00a0 <\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>Talk:<\/strong>\u00a0Detection of cyber-physical faults and intrusions from physical correlations<\/em>
\n<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0KDD 2016 workshop on Outlier Definition, Detection, and Description on Demand, San Francisco [video<\/a>,\u00a0slides<\/a>]<\/p>\n","protected":false},"excerpt":{"rendered":"

Recordings of some\u00a0recent talks Jul 2020\u00a0 \u00a0 Talk: Learning Discrete Graphical Models with Neural Networks \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0ICTP online conference “Youth in High-dimensions”, Trieste, Italy [video] Feb 2019\u00a0 \u00a0 Talk: Learning … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":28,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-138","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/pages\/138","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/comments?post=138"}],"version-history":[{"count":35,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/pages\/138\/revisions"}],"predecessor-version":[{"id":638,"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/pages\/138\/revisions\/638"}],"wp:attachment":[{"href":"http:\/\/www.lptms.universite-paris-saclay.fr\/andrey-lokhov\/wp-json\/wp\/v2\/media?parent=138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}