Patrick Huembeli – Medium

Patrick Huembeli

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Towards Data Science

The Physics of Energy-Based Models

Using physics to understand energy-based models

Jun 28, 2021

The Physics of Energy-Based Models

Jun 28, 2021

Quantum Optimization example for Tensorflow with optimizer.

In my last attempt to do a simple qubit rotation with Tensorflow-Quantum (TFQ) I struggled to implement the automatic gradient update with…

May 4, 2020

May 4, 2020

Quantum Optimization example for Tensorflow Quantum and Pennylane

After the introduction into a “Hello World” example in Cirq and Pennylane I would like to compare TFQ and Pennylane in an actual Quantum…

Mar 16, 2020

Quantum Optimization example for Tensorflow Quantum and Pennylane

Mar 16, 2020

“Hello world” in Pennylane and Tensorflow-Quantum compared

Google releases a few days ago its tensorflow package for quantum machine learning tf-quantum. The main idea behind this package is to…

Mar 15, 2020

Mar 15, 2020

Introduction into Quantum Support Vector Machines

A few days ago we gave a hands-on introduction into Quantum Machine Learning (QML) at a workshop at the Institute for Photonic Sciences…

Oct 19, 2019

Introduction into Quantum Support Vector Machines

Oct 19, 2019

Patrick Huembeli

Patrick Huembeli

I am postdoctoral reseracher in the Computational Quantum Science Lab at the École Polytechnique Fédérale de Lausanne (EPFL).

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