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Barren plateaus are swamped with traps

59:11

Barren plateaus are swamped with traps

14 часов назад

Entanglement enabled advantage for learning a bosonic random displacement channel

41:24

Entanglement enabled advantage for learning a bosonic random displacement channel

14 часов назад

Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes

1:06:05

Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes

21 день назад

Dissipation as a resource for quantum reservoir computing

46:11

Dissipation as a resource for quantum reservoir computing

Месяц назад

Noise induced shallow circuits and absence of barren plateaus

1:10:29

Noise induced shallow circuits and absence of barren plateaus

Месяц назад

Generative Quantum Machine Learning via Denoising Diffusion Probabilistic Models

1:17:58

Generative Quantum Machine Learning via Denoising Diffusion Probabilistic Models

Месяц назад

On fundamental aspects of quantum extreme learning machines

1:00:23

On fundamental aspects of quantum extreme learning machines

2 месяца назад

Does provable absence of barren plateaus imply classical simulability？

1:17:25

Does provable absence of barren plateaus imply classical simulability？

3 месяца назад

Mapping out phase diagrams with generative classifiers

50:28

Mapping out phase diagrams with generative classifiers

3 месяца назад

Random Natural Gradient

52:30

Random Natural Gradient

3 месяца назад

The discrete adiabatic quantum linear system solver has lower constant factors than the ra

51:45

The discrete adiabatic quantum linear system solver has lower constant factors than the ra

3 месяца назад

From explainable NLP to quantum dynamics prediction

1:03:34

From explainable NLP to quantum dynamics prediction

4 месяца назад

On the expressivity of embedding quantum kernels

1:07:39

On the expressivity of embedding quantum kernels

4 месяца назад

Symmetry invariant quantum machine learning force fields

53:49

Symmetry invariant quantum machine learning force fields

4 месяца назад

Provable Advantage of Parameterized Quantum Circuit in Function Approximation

1:11:24

Provable Advantage of Parameterized Quantum Circuit in Function Approximation

5 месяцев назад

Model Independent Learning of Quantum Phases of Matter with Quantum Convolutional Neural Networks

1:00:57

Model Independent Learning of Quantum Phases of Matter with Quantum Convolutional Neural Networks

6 месяцев назад

Evaluating analytic gradients of pulse programs on quantum computers

41:57

Evaluating analytic gradients of pulse programs on quantum computers

6 месяцев назад

Quantum Regularized Least Squares

46:40

Quantum Regularized Least Squares

7 месяцев назад

QRAM A Survey and Critique

57:53

QRAM A Survey and Critique

7 месяцев назад

Post-variational quantum neural networks

52:41

Post-variational quantum neural networks

7 месяцев назад

Phase transition in Random Circuit Sampling

1:01:34

Phase transition in Random Circuit Sampling

7 месяцев назад

Understanding quantum machine learning also requires rethinking generalization

1:12:10

Understanding quantum machine learning also requires rethinking generalization

8 месяцев назад

Systems Architecture for Quantum Random Access Memory

56:33

Systems Architecture for Quantum Random Access Memory

8 месяцев назад

Transition role of entangled data in quantum machine learning

1:11:56

Transition role of entangled data in quantum machine learning

8 месяцев назад

Classical Verification of Quantum Learning

59:38

Classical Verification of Quantum Learning

8 месяцев назад

Trainability barriers and opportunities in quantum generative modeling

57:48

Trainability barriers and opportunities in quantum generative modeling

9 месяцев назад

On quantum backpropagation, information reuse, and cheating measurement collapse

48:30

On quantum backpropagation, information reuse, and cheating measurement collapse

9 месяцев назад

Comparing Generalization of Quantum and Classical Generative Models towards Practical QA

46:57

Comparing Generalization of Quantum and Classical Generative Models towards Practical QA

9 месяцев назад

Towards Provably Efficient Quantum Algorithms for Large scale Machine learning Models

1:18:05

Towards Provably Efficient Quantum Algorithms for Large scale Machine learning Models

9 месяцев назад

Комментарии

@talananiyiyaya8912 Месяц назад

I'm not so sure this will scale, interesting proposition regardless.

@krzysztofwysada24 Месяц назад

greetings from poland gj!

@Jack-dl6si Месяц назад

great talk👍👍👍