Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware

Quantum Computing Summaries

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DaQuane Cherry was once the kid who wore a hoodie to hide skin flare-ups in school. Now he’s an artist and advocate helping others feel seen. He reflects on his psoriasis journey, the power of small joys, and why loving yourself first isn’t a cliché—it’s essential. Plus, a deep dive into the history of La Roche-Posay’s legendary spring. See omnystudio.com/listener for privacy information.…

۲ years پیش 3:04

MP3•خانه قسمت

Oh I like graphs. I also like specialized hardware. Well, hopefully this is fun and helpful to you too.

This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/04/17/ising-based-louvain-method-clustering-large-graphs-with-specialized-hardware/

40 قسمت

#Science #Physics #Mark McGuire

Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware

Quantum Computing Summaries

published ۲ years پیش

اشتراک گذاری

MP3•خانه قسمت

Oh I like graphs. I also like specialized hardware. Well, hopefully this is fun and helpful to you too.

This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/04/17/ising-based-louvain-method-clustering-large-graphs-with-specialized-hardware/

40 قسمت

#Science #Physics #Mark McGuire

همه قسمت ها

1
Solvable model of deep thermalization with distinct design times 13:26

۲ years پیش13:26

13:26

You should know the drill by now, Here's the original paper , here's the Medium and WordPress blog of the summary.

1
Probing quantum entanglement from magnetic-sublevels populations: beyond spin squeezing inequalities 8:38

۲ years پیش8:38

8:38

Today I review this paper : In this episode, we discuss a new approach to detecting quantum entanglement in many-body systems. The approach is based on Zeeman-sublevel population measurements, and it is more sensitive to entanglement than traditional methods. We explore how this approach can be used to study entanglement in spin-1 and spin-2 Bose-Einstein condensates, and we discuss the implications of the results for the development of new quantum technologies. To read the summary, look at our WordPress or Medium .…

1
Overlapped grouping measurement: A unified framework for measuring quantum states 17:53

۲ years پیش17:53

17:53

This is a summary of Overlapped grouping measurement: A unified framework for measuring quantum states Please read the original paper . Or feel free to read my summary on Medium or Wordpress

1
Random access codes via quantum contextual redundancy 12:12

۲ years پیش12:12

12:12

You know the drill! Read the Paper ! The Medium ! The WordPress !

1
QKD parameter estimation by two-universal hashing 4:52

۲ years پیش4:52

4:52

Dimiter Ostrev proposes a new QKD protocol that uses two-universal hashing instead of random sampling to estimate the number of bit flip and phase flip errors. This protocol dramatically outperforms previous QKD protocols for small block sizes. Check out the original paper , or read my medium or WordPress versions of the summary.…

1
Structural risk minimization for quantum linear classifiers 3:48

۲ years پیش3:48

3:48

You can read the paper here: https://quantum-journal.org/papers/q-2023-01-13-893/ Or if you want to read a summary, try my wordpress or medium ! The paper summarized here studies how to balance between training accuracy and generalization performance (also called structural risk minimization) for two prominent QML models using relationships to classical models.…

1
Binary Control Pulse Optimization for Quantum Systems 11:24

۲ years پیش11:24

11:24

The original paper can be found here. https://quantum-journal.org/papers/q-2023-01-04-892/ I would recommend reading this one in some form, say Wordpress or Medium ?

1
An Improved Sample Complexity Lower Bound for (Fidelity) Quantum State Tomography 2:44

۲ years پیش2:44

2:44

https://quantumsumm.wordpress.com/2023/06/19/an-improved-sample-complexity-lower-bound-for-fidelity-quantum-state-tomography/ https://medium.com/@quantumsumm/an-improved-sample-complexity-lower-bound-for-fidelity-quantum-state-tomography-90c1629664a8 As this paper is so short, it is a worthwhile read for anyone and good practice for getting into the habit of reading papers. Although it is very dense (as most quantum papers are) the four pages it takes up are in no way a waste of time. It may even take less time than this podcast, but you can't drive while doing that. https://quantum-journal.org/papers/q-2023-01-03-890/…

1
Fluid fermionic fragments for optimizing quantum measurements of electronic Hamiltonians in the variational quantum eigensolver 7:02

۲ years پیش7:02

7:02

The F3 method is a promising new method for optimizing the measurements of electronic Hamiltonians in the VQE. It has the potential to make the VQE more accurate and efficient, and it could make it possible to study molecules that are too large to be studied with the standard VQE method. Read the summary of this paper one of these places! https://medium.com/@quantumsumm/fluid-fermionic-fragments-for-optimizing-quantum-measurements-of-electronic-hamiltonians-in-the-4d8f862fa22c https://quantumsumm.wordpress.com/2023/06/15/fluid-fermionic-fragments-for-optimizing-quantum-measurements-of-electronic-hamiltonians-in-the-variational-quantum-eigensolver/…

1
The Synthetic Hilbert Space of Laser-Driven Free-Electrons 3:25

۲ years پیش3:25

3:25

Perhaps I should read a paper on universal gate sets for n-valued quantum systems. Or just qtrits, because this was easy to find. https://arxiv.org/abs/2109.07282

1
Evaluation of Parameterized Quantum Circuits with Cross-Resonance Pulse-Driven Entanglers 8:18

۲ years پیش8:18

8:18

Read the summary here: https://quantumsumm.wordpress.com/2023/06/05/evaluation-of-parameterized-quantum-circuits-with-cross-resonance-pulse-driven-entanglers/ Or here: https://medium.com/@quantumsumm/evaluation-of-parameterized-quantum-circuits-with-cross-resonance-pulse-driven-entanglers-47960a5af790…

1
I'm on Medium! 3:02

۲ years پیش3:02

3:02

I'm not going to abandon WordPress or the podcasts. They all have their places. I believe they all fill different niches. Please check out my work there if you would like, it's another way to support the work I'm doing. Quantum is a hard place to be if you can't read well, and I hope to ease that. The podcast is part of that. I imagine that many of my listeners are using the podcast to multitask and I love it. And yes, Medium does produce an audio version, but still I think it's key to have a proper podcast. As I am able to commit more time to this, the podcast listeners will be the first to benefit. What do you do while listening?…

1
Quantum K-medians Algorithm Using Parallel Euclidean Distance Estimator 4:12

۲ years پیش4:12

4:12

Being able to deal with distance is important. This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/04/18/quantum-k-medians-algorithm-using-parallel-euclidean-distance-estimator/

1
Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware 3:04

۲ years پیش3:04

3:04

Oh I like graphs. I also like specialized hardware. Well, hopefully this is fun and helpful to you too. This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/04/17/ising-based-louvain-method-clustering-large-graphs-with-specialized-hardware/

1
Learning temporal data with variational quantum recurrent neural network 4:13

۲ years پیش4:13

4:13

Really an interesting subject, I may go back and try to figure out how this works later. This does seem to be something my research could use, but a little far out of what I can manage at the moment. This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/04/18/learning-temporal-data-with-variational-quantum-recurrent-neural-network/ I am also working on getting some cool stuff together. https://quantumsumm.gumroad.com/…

Quantum Computing Summaries

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۲ years پیش3:21

3:21

This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/03/07/solving-differential-equations-via-continuous-variable-quantum-computers/

Quantum Computing Summaries

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Multipartite high-dimensional entangled state generation through soliton-induced dynamical Casimir effect on a chip 2:42

۲ years پیش2:42

2:42

This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/03/07/multipartite-high-dimensional-entangled-state-generation-through-soliton-induced-dynamical-casimir-effect-on-a-chip/

Quantum Computing Summaries

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۲ years پیش2:10

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/03/07/a-composite-particle-construction-of-the-fibonacci-fractional-quantum-hall-state/

Quantum Computing Summaries

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Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis 2:04

۲ years پیش2:04

2:04

This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/03/07/variational-quantum-cloning-improving-practicality-for-quantum-cryptanalysis/

Quantum Computing Summaries

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۲ years پیش2:37

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/03/07/basic-zx-calculus-for-students-and-professionals/

Quantum Computing Summaries

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۲ years پیش1:59

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/02/21/wildcard-error-quantifying-unmodeled-errors-in-quantum-processors/

Quantum Computing Summaries

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Quantum Phases of Matter on a 256-Atom Programmable Quantum Simulator 2:39

۲ years پیش2:39

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Quantum Computing Summaries

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۲ years پیش2:44

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Quantum Computing Summaries

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۲ years پیش2:08

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/02/21/entanglement-devised-barren-plateau-mitigation/

Quantum Computing Summaries

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۲ years پیش1:38

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Quantum Computing Summaries

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۲ years پیش4:39

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2023/02/21/objective-trajectories-in-hybrid-classical-quantum-dynamics/

Quantum Computing Summaries

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Scalable hyperfine qubit state detection via electron shelving in the 2D5/2 and 2F7/2 manifolds in 171Yb+ 1:49

۲ years پیش1:49

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Quantum Computing Summaries

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” Approximate Solutions of the Fractional Schrodinger Equation for the Screened Kratzer Potential” 1:14

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Quantum Computing Summaries

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Quantum Computing Summaries

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۲ years پیش1:35

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This episode is also available as a blog post: https://quantumsumm.wordpress.com/2020/12/19/electronic-structure-of-inas-and-insb-surfaces-density-functional-theory-and-angle-resolved-photoemission-spectroscopy/

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