Lukasz Cincio

According to our database1, Lukasz Cincio authored at least 22 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Resource frugal optimizer for quantum machine learning.
CoRR, 2022

Practical Black Box Hamiltonian Learning.
CoRR, 2022

Dynamical simulation via quantum machine learning with provable generalization.
CoRR, 2022

Out-of-distribution generalization for learning quantum dynamics.
CoRR, 2022

Covariance matrix preparation for quantum principal component analysis.
CoRR, 2022

Vector Field Visualization of Single-Qubit State Tomography.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Error mitigation with Clifford quantum-circuit data.
Quantum, 2021

Effect of barren plateaus on gradient-free optimization.
Quantum, 2021

Generalization in quantum machine learning from few training data.
CoRR, 2021

Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms?
CoRR, 2021

A semi-agnostic ansatz with variable structure for quantum machine learning.
CoRR, 2021

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers.
CoRR, 2021

Long-time simulations with high fidelity on quantum hardware.
CoRR, 2021

An Adaptive Optimizer for Measurement-Frugal Variational Algorithms.
Quantum, 2020

Variational Quantum Fidelity Estimation.
Quantum, 2020

Variational Quantum Algorithms.
CoRR, 2020

Noise-Induced Barren Plateaus in Variational Quantum Algorithms.
CoRR, 2020

Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets.
CoRR, 2020

Trainability of Dissipative Perceptron-Based Quantum Neural Networks.
CoRR, 2020

Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks.
CoRR, 2020

Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems.
CoRR, 2019