{"id":49007,"date":"2024-08-28T13:25:40","date_gmt":"2024-08-28T17:25:40","guid":{"rendered":"https:\/\/engineering.jhu.edu\/ams\/?post_type=tribe_events&p=49007"},"modified":"2024-09-16T14:07:05","modified_gmt":"2024-09-16T18:07:05","slug":"ams-weekly-seminar-jessica-sorrell","status":"publish","type":"tribe_events","link":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/","title":{"rendered":"AMS Weekly Seminar | Jessica Sorrell"},"content":{"rendered":"

Location:\u00a0<\/strong>Gilman 50<\/p>\n

When:<\/strong>\u00a0September 19th\u00a0at 1:30 p.m.<\/p>\n

Title: <\/strong>Replicability in Learning<\/span><\/p>\n

Abstract<\/strong>: A variety of stability notions have been introduced in the study of learning algorithms to capture desirable properties such as privacy preservation and generalization. In this talk, we\u2019ll introduce a fairly new stability notion called replicability, and discuss its relationship with the more well-studied notions of differential privacy and adaptive generalization. We will show that, despite their different definitional objectives, these notions are statistically equivalent, and any statistical task that can be solved sample-efficiently under the constraint of one can be solved sample-efficiently under another. This talk is based on joint work with Mark Bun, Marco Gaboardi, Max Hopkins, Russell Impagliazzo, Rex Lei, Toni Pitassi, and Satchit Sivakumar.<\/span><\/p>\n

Zoom link:<\/strong> https:\/\/wse.zoom.us\/j\/96299385386?pwd=HvOzDnw7A2SOQkMrbBbr5AXjqurdj0.1<\/p>\n","protected":false},"excerpt":{"rendered":"

Location:\u00a0Gilman 50 When:\u00a0September 19th\u00a0at 1:30 p.m. Title: Replicability in Learning Abstract: A variety of stability notions have been introduced in the study of learning algorithms to capture desirable properties such…<\/p>\n","protected":false},"author":69,"featured_media":0,"template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[260],"class_list":["post-49007","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-seminars-and-endowed-lectures","cat_seminars-and-endowed-lectures"],"acf":[],"yoast_head":"\nAMS Weekly Seminar | Jessica Sorrell | Department of Applied Mathematics and Statistics<\/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:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AMS Weekly Seminar | Jessica Sorrell | Department of Applied Mathematics and Statistics\" \/>\n<meta property=\"og:description\" content=\"Location:\u00a0Gilman 50 When:\u00a0September 19th\u00a0at 1:30 p.m. Title: Replicability in Learning Abstract: A variety of stability notions have been introduced in the study of learning algorithms to capture desirable properties such…\" \/>\n<meta property=\"og:url\" content=\"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/\" \/>\n<meta property=\"og:site_name\" content=\"Department of Applied Mathematics and Statistics\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-16T18:07:05+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AMS Weekly Seminar | Jessica Sorrell | Department of Applied Mathematics and Statistics","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/","og_locale":"en_US","og_type":"article","og_title":"AMS Weekly Seminar | Jessica Sorrell | Department of Applied Mathematics and Statistics","og_description":"Location:\u00a0Gilman 50 When:\u00a0September 19th\u00a0at 1:30 p.m. Title: Replicability in Learning Abstract: A variety of stability notions have been introduced in the study of learning algorithms to capture desirable properties such…","og_url":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/","og_site_name":"Department of Applied Mathematics and Statistics","article_modified_time":"2024-09-16T18:07:05+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/","url":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/","name":"AMS Weekly Seminar | Jessica Sorrell | Department of Applied Mathematics and Statistics","isPartOf":{"@id":"https:\/\/engineering.jhu.edu\/ams\/#website"},"datePublished":"2024-08-28T17:25:40+00:00","dateModified":"2024-09-16T18:07:05+00:00","breadcrumb":{"@id":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/engineering.jhu.edu\/ams\/event\/ams-weekly-seminar-jessica-sorrell\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/engineering.jhu.edu\/ams\/"},{"@type":"ListItem","position":2,"name":"Events","item":"https:\/\/engineering.jhu.edu\/ams\/events\/"},{"@type":"ListItem","position":3,"name":"AMS Weekly Seminar | Jessica Sorrell"}]},{"@type":"WebSite","@id":"https:\/\/engineering.jhu.edu\/ams\/#website","url":"https:\/\/engineering.jhu.edu\/ams\/","name":"Hopkins Applied Math & Statistics","description":"Department of Applied Mathematics and Statistics","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/engineering.jhu.edu\/ams\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Department of Applied Mathematics and Statistics","distributor_original_site_url":"https:\/\/engineering.jhu.edu\/ams","push-errors":false,"_links":{"self":[{"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tribe_events\/49007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/users\/69"}],"version-history":[{"count":7,"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tribe_events\/49007\/revisions"}],"predecessor-version":[{"id":49880,"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tribe_events\/49007\/revisions\/49880"}],"wp:attachment":[{"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/media?parent=49007"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tags?post=49007"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/engineering.jhu.edu\/ams\/wp-json\/wp\/v2\/tribe_events_cat?post=49007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}