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X-WR-CALDESC:Events for IFDS
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DTSTART:20240310T080000
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BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240313T123000
DTEND;TZID=America/Chicago:20240313T123000
DTSTAMP:20260419T010939
CREATED:20240315T164215Z
LAST-MODIFIED:20240315T172045Z
UID:2834-1710333000-1710333000@ifds.info
SUMMARY:SILO: Unsupervised Learning: Validation beyond Visualization
DESCRIPTION:Marina Meila\, UWash
URL:https://ifds.info/event/silo-unsupervised-learning-validation-beyond-visualization/
LOCATION:Researchers’ Link\, 330 N Orchard St\, Madison\, WI\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20240315T133000
DTEND;TZID=America/Los_Angeles:20240315T143000
DTSTAMP:20260419T010939
CREATED:20240318T212943Z
LAST-MODIFIED:20240318T212943Z
UID:2888-1710509400-1710513000@ifds.info
SUMMARY:Optimized Decision Making via Active Learning of Stochastic Hamiltonians
DESCRIPTION:Speaker: Prof. Chandrajit Bajaj \, UT Austin \nAbstract: A Hamiltonian represents the energy of a dynamical system in phase space with coordinates of position and momentum. The Hamilton’s equations of motion are obtainable as coupled symplectic differential equations.  In this talk I shall show how optimized decision making (action sequences) can be obtained via a reinforcement learning problem wherein the agent interacts with the unknown environment to simultaneously learn a Hamiltonian surrogate and the optimal action sequences using Hamilton dynamics\, by invoking the Pontryagin Maximum Principle. We use optimal control theory to define an optimal control gradient flow\, which guides the reinforcement learning process of the agent to progressively optimize the Hamiltonian while simultaneously converging to the optimal action sequence. Extensions to stochastic Hamiltonians leading to stochastic action sequences and the free-energy principle shall also be discussed. This is joint work with  Taemin Heo\, Minh Nguyen.
URL:https://ifds.info/event/optimized-decision-making-via-active-learning-of-stochastic-hamiltonians/
LOCATION:CSE (Allen) 403
CATEGORIES:MLOpt@UWash
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240318T123000
DTEND;TZID=America/Chicago:20240318T133000
DTSTAMP:20260419T010939
CREATED:20240318T214430Z
LAST-MODIFIED:20240318T214430Z
UID:2906-1710765000-1710768600@ifds.info
SUMMARY:IFDS Ideas Forum Double Header
DESCRIPTION:Karan Srivastava\n\n\n\n\nHarit Vishwakarma: “Confidence functions for auto-labeling”
URL:https://ifds.info/event/ifds-ideas-forum-double-header-2/
LOCATION:WID 1145\, 330 N Orchard Street\, Madison\, WI\, 53715\, United States
CATEGORIES:IFDS Ideas Forum
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240320T123000
DTEND;TZID=America/Chicago:20240320T133000
DTSTAMP:20260419T010939
CREATED:20240315T174830Z
LAST-MODIFIED:20240315T174830Z
UID:2873-1710937800-1710941400@ifds.info
SUMMARY:SILO:
DESCRIPTION:Chao Gao\, U Chicago
URL:https://ifds.info/event/silo-4/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240403T123000
DTEND;TZID=America/Chicago:20240403T123000
DTSTAMP:20260419T010939
CREATED:20240315T164215Z
LAST-MODIFIED:20240315T172245Z
UID:2836-1712147400-1712147400@ifds.info
SUMMARY:SILO:
DESCRIPTION:Devavrat Shah\, MIT
URL:https://ifds.info/event/silo-2/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240410T123000
DTEND;TZID=America/Chicago:20240410T123000
DTSTAMP:20260419T010939
CREATED:20240315T164215Z
LAST-MODIFIED:20240315T172623Z
UID:2837-1712752200-1712752200@ifds.info
SUMMARY:SILO:
DESCRIPTION:CMU\, Weina Wang
URL:https://ifds.info/event/silo-3/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240417T123000
DTEND;TZID=America/Chicago:20240417T133000
DTSTAMP:20260419T010939
CREATED:20240315T175045Z
LAST-MODIFIED:20240315T175045Z
UID:2875-1713357000-1713360600@ifds.info
SUMMARY:SILO:
DESCRIPTION:Zachary Lubberts\, UVA
URL:https://ifds.info/event/silo-5/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240424T123000
DTEND;TZID=America/Chicago:20240424T133000
DTSTAMP:20260419T010939
CREATED:20240315T164415Z
LAST-MODIFIED:20240315T172825Z
UID:2839-1713961800-1713965400@ifds.info
SUMMARY:SILO: Generalized Tensor Decompositions: Algorithms and Applications
DESCRIPTION:David Hong\, UDel
URL:https://ifds.info/event/silo-generalized-tensor-decompositions-algorithms-and-applications/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240501T123000
DTEND;TZID=America/Chicago:20240501T133000
DTSTAMP:20260419T010939
CREATED:20240315T175236Z
LAST-MODIFIED:20240315T175236Z
UID:2877-1714566600-1714570200@ifds.info
SUMMARY:SILO:
DESCRIPTION:Sam Hopkins\, MIT
URL:https://ifds.info/event/silo-6/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Chicago:20240508T123000
DTEND;TZID=America/Chicago:20240508T123000
DTSTAMP:20260419T010939
CREATED:20240315T164215Z
LAST-MODIFIED:20240315T172155Z
UID:2835-1715171400-1715171400@ifds.info
SUMMARY:SILO:
DESCRIPTION:Max Raginsky\, UIUC
URL:https://ifds.info/event/silo/
LOCATION:Orchard View Room\, 330 N. Orchard Street\, 3rd Floor NE\, Madison\, Wisconsin\, 53715\, United States
CATEGORIES:SILO
ATTACH;FMTTYPE=image/png:https://ifds.info/wp-content/uploads/2022/10/SILO-1024x683-1-e1665597390709.png
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