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  • Introduction of Ensuring Robustness In Quantum Kernel Methods

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Last Updated: June 15, 2026

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Video Highlights & Reports

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Ensuring robustness in quantum kernel methods

Ensuring robustness in quantum kernel methods

24 views • Live Report

Speaker: Abhay Shankar C Shastry IISc, Bangalore.

Quantum Machine Learning - 28 - Kernel Methods

Quantum Machine Learning - 28 - Kernel Methods

6,269 views • Live Report

Quantum

Quantum Machine Learning - 32 - Quantum-Enhanced Kernel Methods 1 (Maria Schuld)

Quantum Machine Learning - 32 - Quantum-Enhanced Kernel Methods 1 (Maria Schuld)

11,060 views • Live Report

Quantum

Invited Talk Dr. K.Temme, A Rigorous & Robust Quantum Speed-up in Supervised ML with Quantum Kernels

Invited Talk Dr. K.Temme, A Rigorous & Robust Quantum Speed-up in Supervised ML with Quantum Kernels

201 views • Live Report

Dr. Kristan Temme, IBM Research

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Introduction of Ensuring Robustness In Quantum Kernel Methods

This video walks through a complete pipeline for gas turbine anomaly detection using Errors occurring on noisy hardware pose a key challenge to reliable In this workshop, Pablo Rodríguez Grasa, a PhD student at TECNALIA and UPV/EHU, provides a comprehensive explanation and ...

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Ensuring robustness in quantum kernel methods

Ensuring robustness in quantum kernel methods

Speaker: Abhay Shankar C Shastry IISc, Bangalore.

⏱️ 23:06 · 👁️ 24 views · By Editor
Quantum Machine Learning - 28 - Kernel Methods

Quantum Machine Learning - 28 - Kernel Methods

Quantum

⏱️ 3:33 · 👁️ 6.269 views · By Editor
Quantum Machine Learning - 32 - Quantum-Enhanced Kernel Methods 1 (Maria Schuld)

Quantum Machine Learning - 32 - Quantum-Enhanced Kernel Methods 1

Quantum

⏱️ 15:53 · 👁️ 11.060 views · By Editor
Invited Talk Dr. K.Temme, A Rigorous & Robust Quantum Speed-up in Supervised ML with Quantum Kernels

Invited Talk Dr. K.Temme, A Rigorous & Robust Quantum Speed-up in Supervised ML with Quantum Kernels

Dr. Kristan Temme, IBM Research

⏱️ 37:08 · 👁️ 201 views · By Editor
Quantum Machine Learning - 34 - Quantum-Enhanced Kernel Methods 3 (Maria Schuld)

Quantum Machine Learning - 34 - Quantum-Enhanced Kernel Methods 3

Quantum

⏱️ 11:24 · 👁️ 5.107 views · By Editor
Quantum Kernel Methods for Anomaly Detection

Quantum Kernel Methods for Anomaly Detection

This video walks through a complete pipeline for gas turbine anomaly detection using

⏱️ 29:58 · 👁️ 233 views · By Editor
Quantum machine learning beyond kernel methods

Quantum machine learning beyond kernel methods

Title:

⏱️ 1:16:49 · 👁️ 1.232 views · By Editor
Kristan Temme: "A rigorous and robust quantum speed-up in supervised machine learning"

Kristan Temme: "A rigorous and robust quantum speed-up in supervised machine learning"

Entropy Inequalities,

⏱️ 22:12 · 👁️ 1.042 views · By Editor
Quantum Machine Learning - 33 - Quantum-Enhanced Kernel Methods 2 (Maria Schuld)

Quantum Machine Learning - 33 - Quantum-Enhanced Kernel Methods 2

Quantum

⏱️ 12:44 · 👁️ 5.003 views · By Editor
Provable limitations of kernel methods

Provable limitations of kernel methods

Simple demonstration of the limitations of

⏱️ 37:59 · 👁️ 1.768 views · By Editor
Zoe Holmes - Exponential Concentration in Quantum Generative Modeling and Quantum Kernel Methods

Zoe Holmes - Exponential Concentration in Quantum Generative Modeling and Quantum Kernel Methods

...

⏱️ 59:53 · 👁️ 3.227 views · By Editor
On the construction of useful quantum kernels

On the construction of useful quantum kernels

Kernel methods

⏱️ 1:15:13 · 👁️ 278 views · By Editor
Robustness of quantum algorithms | Dr. Julian Berberich

Robustness of quantum algorithms | Dr. Julian Berberich

Errors occurring on noisy hardware pose a key challenge to reliable

⏱️ 55:20 · 👁️ 134 views · By Editor
Exponential concentration in quantum kernel methods

Exponential concentration in quantum kernel methods

Title: Exponential concentration in

⏱️ 46:57 · 👁️ 228 views · By Editor
Supervised Quantum Machine Learning Models Are Kernel Methods

Supervised Quantum Machine Learning Models Are Kernel Methods

Paper: Supervised

⏱️ 3:17 · 👁️ 23 views · By Editor
CUCO Workshop: Kernel methods for Quantum Machine Learning (TECNALIA)

CUCO Workshop: Kernel methods for Quantum Machine Learning

In this workshop, Pablo Rodríguez Grasa, a PhD student at TECNALIA and UPV/EHU, provides a comprehensive explanation and ...

⏱️ 38:24 · 👁️ 358 views · By Editor
Quantum Machine Learning Explained

Quantum Machine Learning Explained

IBM

⏱️ 5:58 · 👁️ 100.508 views · By Editor
Kernel Methods Part I - Arthur Gretton - MLSS 2015 Tübingen

Kernel Methods Part I - Arthur Gretton - MLSS 2015 Tübingen

This is Arthur Gretton's first talk on

⏱️ 1:32:13 · 👁️ 6.937 views · By Editor
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