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SUMMARY:Hybrid Variational Classical-Quantum Computing: Ingredients to mak
 e it work
DTSTART:20221215T130000
DTEND:20221215T143000
DTSTAMP:20260428T051715Z
UID:12d565102465768874a9f4e41b9365fd483ef3a6c1b553b2ba1be3a1
CATEGORIES:Conferences - Seminars
DESCRIPTION:Zoe Holmes\nParameterized quantum circuits serve as ansätze f
 or solving variational problems and provide a flexible paradigm for progra
 mming near-term quantum computers. Here we discuss three fundamental crite
 ria for this paradigm to be effective: expressibility\, trainability and g
 eneralisability. We will introduce these concepts and present recent analy
 tic progress quantifying to what extent these criteria can be achieved. W
 hile more generally applicable\, the discussion will be framed around the
  example of trying to variationally learn an unknown quantum process. We 
 will end with some more open-ended dreaming about the applications of thes
 e ideas for experimental quantum physics. \n 
LOCATION:BSP 727 https://plan.epfl.ch/?room==BSP%20727
STATUS:CONFIRMED
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