QAISG

@quantumaisg

53 tuit · page 2/2

Formal & Physical Sciences AI — Models & Research

Quantum machine learning of large datasets using randomized measurements

Tobias Haug

May 9, 2023 55 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningRandomized MeasurementsQuantum Kernels

Formal & Physical Sciences AI — Models & Research

Deterministic and random features for large scale quantum kernel machine

Kouhei Nakaji

May 3, 2023 49 min

★ ★ ★ ★ ☆ 4/5

Quantum KernelQuantum Machine LearningFeature Maps

Formal & Physical Sciences Computing & Cybersecurity

Bandwidth Enables Generalization in Quantum Kernel Methods

Ruslan Shaydulin

April 25, 2023 34 min

★ ★ ★ ★ ☆ 4/5

Quantum KernelBandwidthGeneralization

Formal & Physical Sciences AI — Models & Research

Structural risk minimization for quantum linear classifiers

Casper Gyurik

April 18, 2023 51 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningStructural Risk MinimizationVC Dimension

Formal & Physical Sciences Computing & Cybersecurity

Quantum Mixed State Compiling

Nicholas Ezzell

April 5, 2023 64 min

★ ★ ★ ★ ★ 5/5

Quantum ComputingVariational AlgorithmsMixed States

Formal & Physical Sciences Computing & Cybersecurity

Interpretable Quantum Advantage in Neural Sequence Learning

Eric R. Anschuetz

March 29, 2023 54 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingMachine LearningContextuality

Formal & Physical Sciences Computing & Cybersecurity

Demystify Problem Dependent Power of Quantum Neural Networks on Multi Class Classification

Yuxuan Du

March 23, 2023 53 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningQuantum Neural NetworksClassification

Formal & Physical Sciences AI — Models & Research

Generative Modeling with Quantum Neurons

Kaitlin Gili

March 19, 2023 53 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingGenerative ModelsMachine Learning

Formal & Physical Sciences Physics

Efficient classical algorithms for simulating symmetric quantum systems

Eric R. Anschuetz

March 19, 2023 60 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingClassical SimulationSymmetry

Formal & Physical Sciences Computing & Cybersecurity

Quantum machine learning beyond kernel methods

Sofiene Jerbi

March 5, 2023 76 min

★ ★ ★ ★ ★ 5/5

Quantum Machine LearningKernel MethodsParametrized Quantum Circuits

Formal & Physical Sciences AI — Models & Research

Hamiltonian quantum generative adversarial networks

Kim Leeseok

March 5, 2023 61 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingGANHamiltonian

Formal & Physical Sciences Computing & Cybersecurity

Implicit differentiation of variational quantum algorithms

Shahnawaz Ahmed

February 22, 2023 60 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingImplicit DifferentiationVariational Algorithms

Formal & Physical Sciences AI — Models & Research

Evan Peters - Generalization despite overfitting in quantum machine learning models

Evan Peters (PhD student, Institute for Quantum Computing, University of Waterloo)

February 15, 2023 67 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningBenign OverfittingGeneralization