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UID:20251121T020920EST-8371D31DhV@132.216.98.100
DTSTAMP:20251121T070920Z
DESCRIPTION:Title: Algorithms for Deterministically Constrained Stochastic 
 Optimization.\n\nAbstract: I will present the recent work by my research g
 roup on the design\, analysis\, and implementation of algorithms for solvi
 ng nonlinear optimization problems that involve a stochastic objective fun
 ction and deterministic constraints.  The talk will focus on our sequentia
 l quadratic optimization (commonly known as SQP) methods for cases when th
 e constraints are defined by nonlinear systems of equations\, which arise 
 in various applications including optimal control\, PDE-constrained optimi
 zation\, and network optimization problems.  One might also consider our t
 echniques for training machine learning (e.g.\, deep learning) models with
  constraints.  I will also discuss the various extensions that my group is
  exploring along with other related open questions.\n\n \n\nTo register co
 ntact : appliedseminars [at] math.mcgill.ca\n\n \n\nWeb site : https://dms
 .umontreal.ca/~mathapp/\n
DTSTART:20211101T200000Z
DTEND:20211101T210000Z
SUMMARY:Frank E. Curtis  (Lehigh University)
URL:/mathstat/channels/event/frank-e-curtis-lehigh-uni
 versity-334510
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