add slides about week 12

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Noa Aarts 2026-01-28 12:50:45 +01:00
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@ -16,7 +16,7 @@
title: "Implementation Specific QAS", // Required
date: datetime.today().display(),
authors: ("Noa Aarts"),
// Optional Styling (for more / explanation see in the typst universe)
// ignore how bad the images look i'll adjust it until Monday
title-color: blue.darken(10%),
@ -55,6 +55,40 @@
#let today-offset = (datetime.today() - datetime(day: 10, month: 11, year: 2025)).weeks()
= Week 12
Making Baselines
== Holiday and personal life
- Holiday was very relaxed, didn't do a lot
- I have a boyfriend now
- I have surgery on feb-18
- makes it hard to concentrate on university right now
- finished up QCQP course
- Starting grading of FQI exams, I might do it over the weekend
== Training-Free QAS@training-free
- Tried to reproduce, but circuits did not end up admissible.
- still didn't work with sampling change
- was not even close, at least a 10x worse performance of the outputs
- probably missed a step
- Similar performance in time though
- Sent a mail to the correspondent author
== Genetic Algorithm QAS@genetic-expressibility
- Tried to reproduce
- the circuits get mixed
- I can sort on the expressibilities
- They approximate the curve found in the paper
- I have done some hyperparameter exploration
- Still to do
- make actual plots
- compare the output circuit performance
- Also contacted authors
- While I think I did it correctly, I am not certain
= Week 6
The plan
@ -91,8 +125,8 @@ $->$ Need to keep offspring within hardware constraints
== Implemented Genetic Algorithms for QAS
Applied in Arxiv submission "Genetic optimization of ansatz
expressibility for enhanced variational quantum algorithm
Applied in Arxiv submission "Genetic optimization of ansatz
expressibility for enhanced variational quantum algorithm
performance."@genetic-expressibility
Does:
@ -220,8 +254,8 @@ Two main groups:
- "Sampling and filtering"
Samples random circuits and uses proxies to filter
None of the QAS listed find an admissible circuit "in one shot" from what I can tell,
they all either optimise parameters as part of the search protocol or need
None of the QAS listed find an admissible circuit "in one shot" from what I can tell,
they all either optimise parameters as part of the search protocol or need
multiple outputs to be optimised until a good enough one is found.
@ -541,7 +575,7 @@ Parts to maybe re-use:
//
// chev((15.5 + 10.5, -2), 2, f: lg(purple, purple.darken(10%)))
// content((25.5, -3.5), anchor: "north", "Writing")
})
]
]