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We discuss how diverse architectural designs\u2014ranging from linear attention to state-space models to gating mechanisms\u2014implicitly emulate optimization algorithms that operate on the context and draw connections to variations of gradient descent and expectation maximization. We elucidate the critical influence of data characteristics, such as distributional alignment, task correlation, and the presence of unlabeled examples, on ICL performance, quantifying their benefits and revealing the mechanisms through which models leverage such information. Furthermore, we will explore the optimization landscapes governing ICL, establishing conditions for unique global minima and highlighting the architectural features (e.g., depth and dynamic gating) that enable sophisticated algorithmic emulation. 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Originally a venue for graduate students of Hispanic Studies to meet and discuss the subjects of their research, the conference has grown to include the work of students of many other fields and disciplines. In previous years, the Charles F. Fraker Conference has featured as its keynote speakers intellectuals such as Jacques Lezra, Alberto Moreiras, Jacques Ranci\u00e8re, Bill Brown, Michael Taussig, WJT Mitchell, and Robert T. Tally Jr. This year, we are excited to welcome Professor Eduardo Cadava who will deliver the keynote lecture and workshop. We will also enjoy panels with presentations from graduate students in our own department\/university and from other institutions across the country and beyond, including Cornell University, Dalhousie University, Emory University,\u00a0McGill University,\u00a0New York University,\u00a0Northwestern University\u00a0Rishihood University,\u00a0University of British Columbia, UC Berkeley, UC Santa Barbara, UC Riverside,\u00a0University of Cincinnati, University\u00a0of Illinois Urbana-Champaign, University of Iowa, University of Michigan, University of Oregon, University of Princeton, University of Utah, University of West Ontario, University of Southern California, University of Virginia, Villanova University, Western University, and York University.The conference will take place on the 17-18th October 2023 at the Michigan League, University of Michigan\u2013Ann Arbor and features Dr. Anna Kornbluh from the University of Illinois Chicago's Workshop \"Psychic Life in Too Late Capitalism\" on Friday, October 17th 11am-12:30 am (Henderson Room) and Keynote Lecture \"Good Enough Art: Missing Middle Mediations\" on Saturday, October 18th 11:30am-1:00 pm (Vandenberg Room).\nRegistration is required for the Workshop Session on Friday 17th.", "occurrence_notes":null, "guid":"140311-21886905@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/140311", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"Henderson Room, Michigan League (3rd floor)", "has_livestream":0, "cost":"", "tags":["Sessions"], "website":"https:\/\/sessions.studentlife.umich.edu\/p\/track\/15439", "sponsors":[ { "group_name":"Sessions @ Michigan", "group_id":"4791", "website":"https:\/\/sessions.studentlife.umich.edu\/" } ], "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":21886905 } , "139695-21885913": { "datetime_modified":"20251101T063144", "datetime_start":"20251017T110000", "datetime_end":"20251017T120000", "has_end_time":1, "date_start":"2025-10-17", "date_end":"2025-10-17", "time_start":"11:00:00", "time_end":"12:00:00", "time_zone":"America\/Detroit", "event_title":"Industry Expert Talks Medical Sales: Mark Weber", "occurrence_title":"", "combined_title":"Industry Expert Talks Medical Sales: Mark Weber", "event_subtitle":"", "event_type":"Careers \/ Jobs", "event_type_id":"2", "description":"Are you exploring career paths or preparing for life after college? 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Your future in medical sales starts here.\u00a0", "occurrence_notes":null, "guid":"139695-21885913@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/139695", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"", "has_livestream":0, "cost":"", "tags":[], "website":"", "sponsors":[ { "group_name":"University Career Center UCC", "group_id":"1140", "website":"http:\/\/careercenter.umich.edu" } ], "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":21885913 } , "137179-21879866": { "datetime_modified":"20251003T001515", "datetime_start":"20251017T110000", "datetime_end":"20251017T170000", "has_end_time":1, "date_start":"2025-10-17", "date_end":"2025-10-17", "time_start":"11:00:00", "time_end":"17:00:00", "time_zone":"America\/Detroit", "event_title":"Stacey L. 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Witt Artist-in-Residence, Kirby spent 12 weeks on campus from January through March of 2025 meeting with students, faculty, and staff from the Stamps School and across U-M. 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Each brochure includes multiple tabs: Overview, How to Apply, Academics, Finances, etc. It is your responsibility to read them carefully before applying. For example, you will find details such as the eligibility criteria (e.g., course and grade prerequisite, GPA) and the application requirements (e.g., instructor recommendation questionnaire, valid passport, etc) under the How to Apply tab.", "occurrence_notes":null, "guid":"139469-21885580@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/139469", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"", "has_livestream":0, "cost":"", "tags":["global","global opportunities","Language","Latin America","Sessions","Spanish Studies","Study Abroad"], "website":"https:\/\/sessions.studentlife.umich.edu\/p\/track\/15273", "sponsors":[ { "group_name":"Sessions @ Michigan", "group_id":"4791", "website":"https:\/\/sessions.studentlife.umich.edu\/" }, { "group_name":"Center for Global and Intercultural Study", "group_id":"2726", "website":"http:\/\/www.lsa.umich.edu\/cgis" }, { "group_name":"Romance Languages & Literatures RLL", "group_id":"2963", "website":"https:\/\/lsa.umich.edu\/rll" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2025\/09\/event_139469_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2025\/09\/event_139469_original-1.jpg" }, "occurrence_count":5, "first_occurrence":21885580 } }