{ "141373-21888712": { "datetime_modified":"20260407T124520", "datetime_start":"20261007T160000", "datetime_end":"20261007T170000", "has_end_time":1, "date_start":"2026-10-07", "date_end":"2026-10-07", "time_start":"16:00:00", "time_end":"17:00:00", "time_zone":"America\/Detroit", "event_title":"Robust and Risk-Sensitive Acceleration in Gradient Methods", "occurrence_title":"", "combined_title":"Robust and Risk-Sensitive Acceleration in Gradient Methods: Mert Gurbuzbalaban, Rutgers", "event_subtitle":"Mert Gurbuzbalaban, Rutgers", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"First-order methods such as gradient descent (GD) are foundational in optimization. In unconstrained problems with exact gradients, momentum-based methods\u2014most notably Nesterov\u2019s accelerated gradient descent (AGD) and Polyak\u2019s heavy-ball (HB) method\u2014achieve faster convergence by improving dependence on the condition number. However, this acceleration comes at a cost: momentum amplifies gradient noise, making these methods less robust than GD under standard parameter choices and requiring more accurate gradient estimates to attain comparable accuracy. Similar challenges arise in convex and nonconvex min\u2013max optimization.\nMotivated by applications in machine learning, this talk studies unconstrained and min\u2013max optimization under deterministic, unbiased stochastic, and biased stochastic gradient noise. I will present new algorithms that achieve optimal robustness against different noise types, using control-theoretic tools such as the H_2\u200b norm, the H_\u221e\u200b norm, and the risk-sensitivity index, together with coherent risk measures. I will also discuss worst-case noise constructions and high-probability convergence guarantees. This perspective builds a bridge between optimization and robust control theory and enables the design of noise-robust and risk-sensitive accelerated methods.\nRepresentative Publications:\nM. G\u00fcrb\u00fczbalaban, Y. Syed, N. S. Aybat, Accelerated gradient methods with biased gradient estimates: Risk sensitivity, high-probability guarantees, and large deviation bounds, Journal of Nonlinear and Variational Analysis, 2026 (Special Issue). https:\/\/jnva.biemdas.com\/archives\/2927\nM. G\u00fcrb\u00fczbalaban, Robustly Stable Accelerated Momentum Methods with a Near-Optimal L_2\u200b Gain and H_\u221e\u200b Performance, Mathematics of Operations Research, 2025.\nhttps:\/\/pubsonline.informs.org\/doi\/abs\/10.1287\/moor.2023.0321\nB. Can and M. G\u00fcrb\u00fczbalaban, Entropic risk-averse generalized momentum methods, Optimization Methods and Software, 2025. https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/10556788.2025.2549356", "occurrence_notes":null, "guid":"141373-21888712@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/141373", "building_id":"1000166", "building_name":"East Hall", "campus_maps_id":"53", "room":"1360", "location_name":"East Hall", "has_livestream":0, "cost":"", "tags":["Mathematics"], "website":"", "sponsors":[ { "group_name":"Financial\/Actuarial Mathematics Seminar - Department of Mathematics", "group_id":"4890", "website":"" }, { "group_name":"Department of Mathematics", "group_id":"3791", "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":21888712 } , "149951-21907424": { "datetime_modified":"20260806T093552", "datetime_start":"20261007T163000", "datetime_end":"20261007T190000", "has_end_time":1, "date_start":"2026-10-07", "date_end":"2026-10-07", "time_start":"16:30:00", "time_end":"19:00:00", "time_zone":"America\/Detroit", "event_title":"2026 Michigan Medicine Global Health Showcase", "occurrence_title":"", "combined_title":"2026 Michigan Medicine Global Health Showcase", "event_subtitle":"", "event_type":"Conference \/ Symposium", "event_type_id":"5", "description":"Hosted by the UMMS Global REACH office, the Showcase will bring together Michigan Medicine's global health community to celebrate and advance international collaboration, education, and research. This year\u2019s expanded format will include a poster session, a global health photography competition, and a keynote address by UMMS alumna and global children\u2019s health advocate Dr. Bina Valsangkar. Event registration and poster abstract submissions are now open.", "occurrence_notes":null, "guid":"149951-21907424@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/149951", "building_id":"1000313", "building_name":"Towsley Center for Cont. Med Ed", "campus_maps_id":"154", "room":"", "location_name":"Towsley Center for Cont. Med Ed", "has_livestream":0, "cost":"", "tags":["Global Health","Global Health Equity"], "website":"https:\/\/medschool.umich.edu\/events\/2026-fall-global-health-showcase\/2026-10-07", "sponsors":[ { "group_name":"UMMS Global REACH", "group_id":"4394", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_2x\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb_square\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large_lightbox\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_crop\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_list\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_grid_2x\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_large\/media\/attachments\/2026\/08\/event_149951_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/08\/event_149951_original-1.jpg" }, "occurrence_count":1, "first_occurrence":21907424 } , "136782-21879109": { "datetime_modified":"20260811T161811", "datetime_start":"20261007T163000", "datetime_end":"20261007T183000", "has_end_time":1, "date_start":"2026-10-07", "date_end":"2026-10-07", "time_start":"16:30:00", "time_end":"18:30:00", "time_zone":"America\/Detroit", "event_title":"FreeStore by Planet Blue Student Leaders", "occurrence_title":"", "combined_title":"FreeStore by Planet Blue Student Leaders", "event_subtitle":"", "event_type":"Other", "event_type_id":"22", "description":"Enjoy a sustainable shopping experience at the Planet Blue Student Leader\u2019s FreeStore. This monthly event is your chance to find new-to-you clothing and household goods while reducing consumer waste and encouraging reuse. Help us build a more sustainable campus community. Everything is free!\n\n\n\n\nPLEASE NOTE: the FIRST FREESTORE in September is on Friday, Sept 4th from 1-3p. 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It chronicles how and why Armenians in the Ottoman Empire fashioned a new language called Western Armenian in the eighteenth, nineteenth and early twentieth centuries and explores the evolution of an ever-changing ideology that undergirded all phases of the language's formation: linguistic purism. Manoukian will examine the power of global intellectual movements in crafting new language ideologies in the Ottoman Empire and reimagines what language histories can be for Ottoman-era language communities.\n\nJennifer Manoukian is a historian of language. Her work explores the language practices and ideologies of Armenians in the Ottoman Empire and post-genocide diaspora. She earned her PhD in Near Eastern Languages and Cultures from the University of California, Los Angeles; her MA in Middle Eastern, South Asian and African Studies from Columbia University; and her BA in French and Middle Eastern Studies from Rutgers University. She is the author of *Purist Pursuits: Language, Global Ideas, and the Creation of Western Armenian in the Ottoman Empire* and two book-length literary translations from Western Armenian: *The Gardens of Silihdar by Zabel Yessayan* and* The Candidate by Zareh Vorpouni*. She is also the author of a number of articles and the co-founder of Gesaria Armenian Research and Academic Services.\n\nCosponsors: Center for Middle Eastern and North African Studies, Department of Middle East Studies, Department of Linguistics, Department of Anthropology, and NAASR.", "occurrence_notes":null, "guid":"150148-21908292@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/150148", "building_id":"1000165", "building_name":"Weiser Hall", "campus_maps_id":"47", "room":"Room 555", "location_name":"Weiser Hall", "has_livestream":0, "cost":"", "tags":["armenia","Armenian Studies","Discussion","eurasia","history","Lecture"], "website":"https:\/\/umich.zoom.us\/j\/96508866848", "sponsors":[ { "group_name":"Center for Armenian Studies", "group_id":"3124", "website":"http:\/\/www.ii.umich.edu\/armenian" }, { "group_name":"Department of Middle East Studies", "group_id":"1927", "website":"https:\/\/lsa.umich.edu\/middleeast" }, { "group_name":"International Institute", "group_id":"1968", "website":"http:\/\/www.ii.umich.edu" }, { "group_name":"Center for Middle Eastern and North African Studies", "group_id":"2563", "website":"http:\/\/www.ii.umich.edu\/cmenas" }, { "group_name":"Department of Anthropology", "group_id":"3469", "website":"https:\/\/lsa.umich.edu\/anthro" }, { "group_name":"Department of Linguistics", "group_id":"3480", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_thumb\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb_square\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large_lightbox\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_crop\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_list\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_grid_2x\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_large\/media\/attachments\/2026\/08\/event_150148_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/08\/event_150148_original-1.jpg" }, "occurrence_count":1, "first_occurrence":21908292 } , "150694-21909948": { "datetime_modified":"20260925T192124", "datetime_start":"20261007T163000", "datetime_end":"20261007T183000", "has_end_time":1, "date_start":"2026-10-07", "date_end":"2026-10-07", "time_start":"16:30:00", "time_end":"18:30:00", "time_zone":"America\/Detroit", "event_title":"SAPAC GROWE: Engendering Respectful Communities Workshops - SY26 - 27", "occurrence_title":"LSA - Engendering Respectful Communities (ERC) Open Workshop", "combined_title":"SAPAC GROWE: Engendering Respectful Communities Workshops - SY26 - 27: LSA - Engendering Respectful Communities (ERC) Open Workshop", "event_subtitle":"", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Engendering Respectful Communities (ERC) is a one session workshop that engages graduate students in meaningful dialogue about various forms of sexual misconduct they may encounter in both professional and social spaces, and provides resources for intervention or support in such circumstances.The primary goal of the workshop is to address complexities experienced by graduate students as they engage in bystander intervention, so that participants gain an increase in awareness of barriers to action and familiarity with strategic planning to overcome them. The workshop also introduces participants to on-campus resources and provides knowledge on how sexual misconduct can unfold in graduate-specific settings.The ERC workshop uses small-group circles intended to promote active reflection and space to build community. The procedure of circles is introduced at the beginning of the workshop in order to help participants get used to the process, which they do through a circle for introductions and value-sharing for the workshop space. These circles depict various, realistic scenarios related to sexual misconduct within the graduate community. The circle process allows circle members to process the monologues, reflect on complexities with identity and power dynamics within them, name potential barriers to intervention, and think of various ways in which they might respond if faced with similar situations. The circles provide a way to foster collective building of ideas, where participants learn from one another and all input is equally valued. Participants are encouraged to share but can always pass if desired, creating an environment where participation is open but not forced. Due to the participatory nature of the workshop, if you are to arrive more than 20 minutes late, we will ask you to re-register for another workshop session.If you have any questions about or concerns with taking this workshop, or are in need of an exemption, please contact jhippe@umich.edu or fill out this\u00a0form. We know some students come to campus having already experienced harm. If you have circumstances that make completing this course challenging, please reach out to the GROWE team. SAPAC GROWE provides exemptions to the ERC workshop (where requirements are set in place) on a case by case basis. 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