Generative Data Intelligence

Tag: gradients

Superconducting electrode controls spin waves in a magnet – Physics World

Placing a superconducting electrode on top of a thin magnet makes it possible to manipulate...

Generalization despite overfitting in quantum machine learning models

Evan Peters1,2,3 and Maria Schuld41Department of Physics, University of Waterloo, Waterloo, ON, N2L 3G1, Canada2Institute for Quantum Computing, Waterloo, ON, N2L 3G1, Canada3Perimeter...

Steam Link For Quest Update Adds Option To Reduce Aliasing

This week's SteamVR Beta brings Advanced Supersample Filtering back to Quest, and it supports the Steam Link app.Advanced Supersample Filtering has been an option...

Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium | Amazon Web Services

Large language models (or LLMs) have become a topic of daily conversations. Their quick adoption is evident by the amount of time required to...

Enable faster training with Amazon SageMaker data parallel library | Amazon Web Services

Large language model (LLM) training has become increasingly popular over the last year with the release of several publicly available models such as Llama2,...

Differentiable matrix product states for simulating variational quantum computational chemistry

Chu Guo1, Yi Fan2, Zhiqian Xu3, and Honghui Shang41Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, Henan 450000, China2Hefei National Laboratory for Physical...

Quantum Deep Hedging

El Amine Cherrat1,2, Snehal Raj1, Iordanis Kerenidis1,2, Abhishek Shekhar3, Ben Wood3, Jon Dee3, Shouvanik Chakrabarti4, Richard Chen4, Dylan Herman4, Shaohan Hu4, Pierre Minssen4,...

Variational Quantum Linear Solver

Carlos Bravo-Prieto1,2,3, Ryan LaRose4, M. Cerezo1,5, Yigit Subasi6, Lukasz Cincio1, and Patrick J. Coles11Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA.2Barcelona...

NISQ-compatible approximate quantum algorithm for unconstrained and constrained discrete optimization

M. R. Perelshtein1,2,3, A. I. Pakhomchik1, Ar. A. Melnikov1, M. Podobrii1, A. Termanova1, I. Kreidich1, B. Nuriev1, S. Iudin1, C. W. Mansell1, and V....

KT’s journey to reduce training time for a vision transformers model using Amazon SageMaker | Amazon Web Services

KT Corporation is one of the largest telecommunications providers in South Korea, offering a wide range of services including fixed-line telephone, mobile communication, and...

Composite Quantum Simulations

Matthew Hagan1 and Nathan Wiebe2,3,41Department of Physics, University of Toronto, Toronto ON, Canada2Department of Computer Science, University of Toronto, Toronto ON, Canada3Pacific Northwest...

Dangerous soil liquefaction can occur away from earthquake epicentres in drained conditions – Physics World

Contrary to conventional wisdom, soil liquefaction during earthquakes can occur away from epicentres, in drained...

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