{"id":7,"date":"2021-08-01T23:49:45","date_gmt":"2021-08-02T03:49:45","guid":{"rendered":"https:\/\/Engineering.Purdue.Edu\/dcsl\/?page_id=7"},"modified":"2022-08-12T20:58:41","modified_gmt":"2022-08-13T00:58:41","slug":"a2i2","status":"publish","type":"page","link":"https:\/\/engineering.purdue.edu\/dcsl\/a2i2\/","title":{"rendered":"Assured Autonomy Innovation Institute"},"content":{"rendered":"\n<h2><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2021\/07\/top-level-graphic-2.png\" alt=\"\" class=\"wp-image-2605\" width=\"1015\" height=\"672\" srcset=\"https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2021\/07\/top-level-graphic-2.png 1015w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2021\/07\/top-level-graphic-2-300x199.png 300w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2021\/07\/top-level-graphic-2-768x508.png 768w\" sizes=\"(max-width: 1015px) 100vw, 1015px\" \/><\/figure>\n\n\n<h3>Team<\/h3>\n\n\n<figure class=\"wp-block-image size-large is-resized is-style-default\"><a href=\"https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team.png\"><img loading=\"lazy\" src=\"https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team-1024x472.png\" alt=\"\" class=\"wp-image-2893\" width=\"1024\" height=\"472\" srcset=\"https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team-1024x472.png 1024w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team-300x138.png 300w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team-768x354.png 768w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team-1536x709.png 1536w, https:\/\/engineering.purdue.edu\/dcsl\/wp-content\/uploads\/2022\/08\/DCSLA212-Team.png 1641w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n<h3>About the Project<\/h3>\n<p><a href=\"https:\/\/engineering.purdue.edu\/dcsl\/a2i2-files\/summary-for-sharing.pdf\">Read Abstract<\/a><\/p>\n<p><a href=\"https:\/\/engineering.purdue.edu\/dcsl\/a2i2-files\/assured_autonomy_0121.pdf\">View Presentation<\/a><\/p>\n<p><a href=\"https:\/\/engineering.purdue.edu\/dcsl\/a2i2\/open-source-software\/\">Open Source Software<\/a><\/p>\n<h3>Representative Publications<\/h3>\n<ol>\n<li>Yihan Zou, Kwang Taik Kim, Xiaojun Lin, and Mung Chiang. Minimizing age-of-information in heterogeneous multi-channel systems: A new index approach. In the International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing <b>(Mobihoc)<\/b>, July 2021. [ <a href=\"https:\/\/engineering.purdue.edu\/~linx\/paper\/mobihoc21-partial-index-tech.pdf\">PDF<\/a> ]<\/li>\n<li>Arjun Nitin Bhagoji, Daniel Cullina, Vikash Sehwag, and Prateek Mittal. Lower bounds on cross-entropy loss in the presence of test-time adversaries. The Thirty-eighth International Conference on Machine Learning <b>(ICML)<\/b>, 2021. [ <a href=\"https:\/\/arxiv.org\/pdf\/2104.08382v2.pdf\">PDF<\/a> ]<\/li>\n<li>Wang, Rui, Xiaoqian Wang, and David Inouye. &#8220;Shapley Explanation Networks.&#8221; In International Conference on Learning Representations <b>(ICLR)<\/b>, 2021. [ <a href=\"https:\/\/www.researchgate.net\/publication\/350674237_Shapley_Explanation_Networks\">PDF<\/a> ] [ <a href=\"https:\/\/www.iclr.cc\/media\/Slides\/iclr\/2021\/virtual(03-16-00)-03-16-00UTC-3172-shapley_explana.pdf\">Slides<\/a> ]<\/li>\n<li>Sean Kulinski, Saurabh Bagchi, and David I Inouye. Feature shift detection: Localizing which features have shifted via conditional distribution tests. Advances in Neural Information Processing Systems <b>(NeurIPS)<\/b>, 33, 2020. [ <a href=\"https:\/\/proceedings.neurips.cc\/paper\/2020\/file\/e2d52448d36918c575fa79d88647ba66-Paper.pdf\">PDF<\/a> ] [ <a href=\"https:\/\/engineering.purdue.edu\/dcsl\/a2i2-files\/publications\/feature-shift_neurips20.ppsx\">Slides<\/a> ]<\/li>\n<li>Xu, Ran, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, and Saurabh Bagchi. &#8220;ApproxDet: content and contention-aware approximate object detection for mobiles.&#8221; In Proceedings of the 18th Conference on Embedded Networked Sensor Systems <b>(Sensys)<\/b>, pp. 449-462. 2020. [ <a href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3384419.3431159?casa_token=9RhyofevUJUAAAAA%3AJ_5S-OPo-KFn4Ini4UncurT39eC3OiHg_qOZ8OsvkOFw7RVWJSSSI3Gl5gOP-lndVC83Pzukop7OUw\">PDF<\/a> ] [ <a href=\"https:\/\/engineering.purdue.edu\/dcsl\/presentations1\/2020\/approxdet_sensys20_short.mp4\">Video<\/a> ]<\/li>\n<\/ol>\n<h3>News<\/h3>\n<p>We are currently recruiting project staff, please read more <a href=\"https:\/\/engineering.purdue.edu\/dcsl\/a2i2-files\/ra_hiring_announcement_arl_assured_autonomy_0721.pdf\">here<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Team About the Project Read Abstract View Presentation Open Source Software Representative Publications Yihan Zou, Kwang Taik Kim, Xiaojun Lin, and Mung Chiang. Minimizing age-of-information in heterogeneous multi-channel systems: A new index approach. In the International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (Mobihoc), July 2021. [ PDF [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"tags":[],"_links":{"self":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/7"}],"collection":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/comments?post=7"}],"version-history":[{"count":29,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/7\/revisions"}],"predecessor-version":[{"id":2896,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/7\/revisions\/2896"}],"wp:attachment":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/media?parent=7"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/tags?post=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}