{ "146169-21898615": { "datetime_modified":"20260304T114528", "datetime_start":"20260317T100000", "datetime_end":"20260317T120000", "has_end_time":1, "date_start":"2026-03-17", "date_end":"2026-03-17", "time_start":"10:00:00", "time_end":"12:00:00", "time_zone":"America\/Detroit", "event_title":"Learning Theory in the AI for Science Era: From Classical Foundations to Operator Learning", "occurrence_title":"", "combined_title":"Learning Theory in the AI for Science Era: From Classical Foundations to Operator Learning: Unique Subedi", "event_subtitle":"Unique Subedi", "event_type":"Lecture \/ Discussion", "event_type_id":"13", "description":"Operator learning has emerged as a powerful paradigm in scientific computing, with applications including surrogate modeling of partial differential equations and data-driven simulation of complex experimental systems, even in the absence of explicit governing equations. In this talk, I will discuss operator learning through the lens of statistical learning theory and identify several new learning-theoretic phenomena that arise in this setting. I will then focus on the role of data collection protocols and show that transitioning from passive (i.i.d sampling) to active data collection can fundamentally change which operator classes are learnable. Moreover, even for operator classes learnable under both protocols, active data collection can significantly improve sample efficiency, sometimes yielding exponential gains over passive approaches. I will conclude by highlighting open problems and exciting future directions in active data collection and, more broadly, in operator learning.", "occurrence_notes":null, "guid":"146169-21898615@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/146169", "building_id":"1000167", "building_name":"West Hall", "campus_maps_id":"163", "room":"438", "location_name":"West Hall", "has_livestream":0, "cost":"", "tags":["Dissertation"], "website":"", "sponsors":[ { "group_name":"Department of Statistics Dissertation Defenses", "group_id":"4045", "website":"" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21898615 } , "143465-21893225": { "datetime_modified":"20260108T095119", "datetime_start":"20260317T100000", "datetime_end":"20260317T110000", "has_end_time":1, "date_start":"2026-03-17", "date_end":"2026-03-17", "time_start":"10:00:00", "time_end":"11:00:00", "time_zone":"America\/Detroit", "event_title":"Schokoladenstunde", "occurrence_title":"", "combined_title":"Schokoladenstunde", "event_subtitle":"", "event_type":"Recreational \/ Games", "event_type_id":"18", "description":"German Lecturer, Mary Gell (magell@umich.edu), brings German chocolate to snack on and games to play (e.g. Tabu), all while chatting in German.", "occurrence_notes":null, "guid":"143465-21893225@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/143465", "building_id":"1000207", "building_name":"Modern Languages Building", "campus_maps_id":"111", "room":"3110", "location_name":"Modern Languages Building", "has_livestream":0, "cost":"", "tags":["Games","European","Language","Humanities","Germany","Germanic Languages And Literatures","German Studies","German"], "website":"", "sponsors":[ { "group_name":"Germanic Languages & Literatures", "group_id":"3621", "website":"http:\/\/www.facebook.com\/umichGerman\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/01\/event_143465_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/01\/event_143465_original-1.jpg" }, "occurrence_count":14, "first_occurrence":21893216 } , "146598-21899335": { "datetime_modified":"20260314T095507", "datetime_start":"20260317T103000", "datetime_end":"20260317T120000", "has_end_time":1, "date_start":"2026-03-17", "date_end":"2026-03-17", "time_start":"10:30:00", "time_end":"12:00:00", "time_zone":"America\/Detroit", "event_title":"\u201cInequality or Incompetence? Urban Fiscal Crisis and the Spatial Politics of Blame\u201d", "occurrence_title":"", "combined_title":"\u201cInequality or Incompetence? Urban Fiscal Crisis and the Spatial Politics of Blame\u201d: Stone Center Speaker Series: Mo Torres", "event_subtitle":"Stone Center Speaker Series: Mo Torres", "event_type":"Lecture \/ Discussion", "event_type_id":"13", "description":"Join the Stone Center for Inequality Dynamics as we host Mo Torres, Junior Fellow of the Michigan Society of Fellows and an Assistant Professor of Sociology and Public Policy at the University of Michigan. Mo will present, \u201cInequality or Incompetence? Urban Fiscal Crisis and the Spatial Politics of Blame.\u201d\n\nAbstract: \u201cThe United States is no stranger to urban fiscal crisis. In the 1970s, cities from New York City and Philadelphia to Cleveland and St. Louis, on the brink of crisis or bankruptcy or worse, shocked the world, revealing the precarious position of cities in the U.S. political economy. But why did cities face such severe economic challenges? Why did the problem in the 1970s suddenly seem so widespread? And what, or who, was to blame?\n\nAs early as 1972, two explanations for urban fiscal crisis were in circulation. Was the culprit inequality, as rapidly growing suburbs hoarded property taxes, withholding crucial resources from central city governments and their residents? Was it incompetence, poor management, lack of technical expertise, or outright corruption by elected municipal leaders? While not mutually exclusive, by the end of the 1970s only the latter story survived. The result was policy prescriptions to correct mismanagement at the local level, leaving underlying structural inequalities at the metropolitan level unaddressed.\n\nFocusing on Michigan, this paper builds on the sociology of blame to show how policy elites came to narrate cities as undeserving places run by incompetent, corrupt leaders beholden to special interests like civil rights groups and labor unions. The result amounts to refusal: neglecting to solve a problem by ultimately ignoring its fundamental causes.\u201d", "occurrence_notes":null, "guid":"146598-21899335@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/146598", "building_id":"1000145", "building_name":"Institute For Social Research", "campus_maps_id":"76", "room":"1430", "location_name":"Institute For Social Research", "has_livestream":0, "cost":"", "tags":["Social Sciences","Political Economy","Inequality","Sociology"], "website":"https:\/\/inequality.umich.edu\/inequality-or-incompetence-mo-torres\/", "sponsors":[ { "group_name":"Stone Center for Inequality Dynamics (CID)", "group_id":"4866", "website":"" }, { "group_name":"Institute for Social Research", "group_id":"3285", "website":"http:\/\/isr.umich.edu" }, { "group_name":"Survey Research Center", "group_id":"5063", "website":"https:\/\/src.isr.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/03\/event_146598_original-1.png", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/03\/event_146598_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/03\/event_146598_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/03\/event_146598_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/03\/event_146598_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/03\/event_146598_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/03\/event_146598_original-1.png" }, "occurrence_count":1, "first_occurrence":21899335 } , "146129-21898423": { "datetime_modified":"20260305T123833", "datetime_start":"20260317T110000", "datetime_end":"20260317T130000", "has_end_time":1, "date_start":"2026-03-17", "date_end":"2026-03-17", "time_start":"11:00:00", "time_end":"13:00:00", "time_zone":"America\/Detroit", "event_title":"Invariants of Plabic Links", "occurrence_title":"", "combined_title":"Invariants of Plabic Links: Amanda Schwartz", "event_subtitle":"Amanda Schwartz", "event_type":"Presentation", "event_type_id":"16", "description":"Abstract: Plabic graphs were introduced by Postnikov in order to study a stratification of the totally nonnegative Grassmannian. To each plabic graph, one can associate a quiver, which is a directed graph that encodes a cluster algebra, as well as a link. In this thesis, we study invariants of these links, called plabic links, and their connections to the plabic graphs' quivers. \n\nWe focus primarily on forest quivers, which are quivers whose underlying graphs are forests. We define the HOMFLY polynomial of a forest quiver and show that it agrees with the HOMFLY polynomial of any plabic link coming from a connected plabic graph whose quiver is that forest quiver. We define this polynomial recursively and also prove a closed formula for it. We will also comment on a way to extend the definition of part of this polynomial to some other acyclic quivers. Finally, we discuss the Khovanov-Rozansky homology of certain plabic links associated to forest quivers and describe how to recursively compute it for a subset of these links.", "occurrence_notes":null, "guid":"146129-21898423@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/146129", "building_id":"null", "building_name":"Off Campus Location", "campus_maps_id":"1", "room":"B860G", "location_name":"Virtual", "has_livestream":1, "livestream_type":"zoom", "livetream_require_login":0, "livestream_id":"98903748901", "livestream_password":"853822", "livestream_link":"https:\/\/umich.zoom.us\/j\/98903748901", "cost":"", "tags":["Mathematics","Graduate Students","Graduate","Dissertation"], "website":"", "sponsors":[ { "group_name":"Dissertation Defense - Department of Mathematics", "group_id":"4889", "website":"" }, { "group_name":"Department of Mathematics", "group_id":"3791", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/03\/event_146129_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/03\/event_146129_original-1.jpg" }, "occurrence_count":1, "first_occurrence":21898423 } , "143800-21894048": { "datetime_modified":"20260113T103435", "datetime_start":"20260317T110000", "datetime_end":"20260317T123000", "has_end_time":1, "date_start":"2026-03-17", "date_end":"2026-03-17", "time_start":"11:00:00", "time_end":"12:30:00", "time_zone":"America\/Detroit", "event_title":"Social Theory Workshop", "occurrence_title":"", "combined_title":"Social Theory Workshop", "event_subtitle":"", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"- January 20: Jonathan Schoots\r\n- February 3: Jun Zhou\r\n- March 17: Kristina M. 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