{"id":17029,"date":"2024-08-13T02:00:09","date_gmt":"2024-08-13T09:00:09","guid":{"rendered":"https:\/\/softwareengineeringdaily.com\/?p=17029"},"modified":"2024-08-12T05:42:44","modified_gmt":"2024-08-12T12:42:44","slug":"ai-research-at-capital-one-with-bayan-bruss","status":"publish","type":"post","link":"https:\/\/softwareengineeringdaily.com\/2024\/08\/13\/ai-research-at-capital-one-with-bayan-bruss\/","title":{"rendered":"AI Research at Capital One with Bayan Bruss"},"content":{"rendered":"<div style=\"text-align: justify;\">\n<p>A major challenge in applied AI is out-of-distribution detection, or OOD, which is the task of detecting instances that do not belong to the distribution the classifier has been trained on. OOD data is often referred to as &#8220;unseen&#8221; data, as the model has not encountered it during training.<\/p>\n<\/div>\n<div style=\"text-align: justify;\">\n<p><a href=\"https:\/\/twitter.com\/cbbruss\">Bayan Bruss<\/a> is the VP of AI Foundations at <a href=\"https:\/\/twitter.com\/CapitalOne\">Capital One<\/a> and in this role he works with academic researchers to translate the latest research to address fundamental problems in financial services. Bayan joins the show with Sean Falconer to talk about OOD, the importance of bringing AI research to real world applications, and more.<\/p>\n<p><em>Full Disclosure: This episode is sponsored by <strong>Capital One<\/strong><\/em><\/p>\n<\/div>\n<div><\/div>\n<div style=\"text-align: justify;\">\n<p><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png\"><img fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"15613\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/rectangle-3-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Rectangle 3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" class=\"size-full wp-image-15613 alignleft\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><img class=\"\" alt=\"\" width=\"\" height=\"\" \/><\/a>Sean&#8217;s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at <a>Skyflow<\/a> and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter <a>@seanfalconer.<\/a><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<div style=\"text-align: left;\">\n<p><a href=\"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2024\/08\/SED1726-Capital-One-Bayan.txt\">Please click here to see the transcript of this episode.<\/a><\/p>\n<\/div>\n<div style=\"text-align: justify;\">\n<p style=\"text-align: left;\">Sponsorship inquiries: <a href=\"https:\/\/cms.megaphone.fm\/organizations\/619b680e-d813-11ea-9750-e7ecac406436\/podcasts\/e60108fe-e328-11ea-b2b6-1348249f900a\/episodes\/3913370a-bc44-11ed-ace6-8b1f96d82bba\/sponsor@softwareengineeringdaily.com\">sponsor@softwareengineeringdaily.com<\/a><\/p>\n<\/div>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A major challenge in applied AI is out-of-distribution detection, or OOD, which is the task of detecting instances that do not belong to the distribution the classifier has been trained on. OOD data is often referred to as &#8220;unseen&#8221; data, as the model has not encountered it during training. Bayan Bruss is the VP of<\/p>\n","protected":false},"author":94,"featured_media":17032,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[1363,2143,5755,14,5760],"tags":[6356,6355,2965,6357,6358],"class_list":["post-17029","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-episodes","category-exclusive-content","category-hosts","category-podcast","category-sean-falconer","tag-ai-research","tag-bayan-bruss","tag-capital-one","tag-out-of-distribution-detection","tag-unseen-data"],"jetpack_publicize_connections":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Research at Capital One with Bayan Bruss - Software Engineering Daily<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softwareengineeringdaily.com\/2024\/08\/13\/ai-research-at-capital-one-with-bayan-bruss\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Research at Capital One with Bayan Bruss - Software Engineering Daily\" \/>\n<meta property=\"og:description\" content=\"A major challenge in applied AI is out-of-distribution detection, or OOD, which is the task of detecting instances that do not belong to the distribution the classifier has been trained on. OOD data is often referred to as &#8220;unseen&#8221; data, as the model has not encountered it during training. 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