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Papers matching “sample complexity” 115

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Sample-efficient estimation of nonlinear quantum state functions
2026 Communications Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

Hongshun Yao, Yingjian Liu, Tengxiang Lin, Xin Wang (91924)

0

citations
Multilevel Ensemble Kalman Filtering based on a sample average of independent EnKF estimators
2020 Foundations of Data Science article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Håkon Hoel, Gaukhar Shaimerdenova, Raul F. Tempone

14

citations
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games
2022 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Batuhan Yardim, Semih Çaycı, Matthieu Geist, Niao He

2

citations
Recurrent Natural Policy Gradient for POMDPs
2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Atilla Eryılmaz

0

citations
Local policy search with Bayesian optimization
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Sarah Müller, Alexander von Rohr, Sebastian Trimpe

17

citations
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

6

citations
Optimal Fidelity Estimation from Binary Measurements for Discrete and Continuous Variable Systems
2025 PRX Quantum article Computer Science Quantum Information and Cryptography Open access

1

citations
Optimal Fidelity Estimation from Binary Measurements for Discrete and Continuous Variable Systems
2024 arXiv (Cornell University) preprint Computer Science Quantum Information and Cryptography Open access

Omar Fawzi, Aadil Oufkir, Robert Salzmann

0

citations
Efficiently Escaping Saddle Points for Policy Optimization
2023 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Sadegh Khorasani, Saber Salehkaleybar, Negar Kiyavash, Niao He, Matthias Grossglauser

0

citations
High-Accuracy Model-Based Reinforcement Learning, a Survey
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

5

citations
Learning properties of quantum states without the IID assumption
2024 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Omar Fawzi, Richard Kueng, Damian Markham, Aadil Oufkir

5

citations
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
2023 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Atilla Eryılmaz

2

citations
Cylindrical algebraic decomposition based methods in satisfiability modulo non-linear real arithmetic
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Polynomial and algebraic computation Open access

0

citations
Characterizing Trainability of Instantaneous Quantum Polynomial Circuit Born Machines
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Kevin Shen, Susanne Pielawa, Vedran Dunjko, Hao Wang

0

citations
Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
2024 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı, Niao He, R. Srikant

10

citations
Variational quantum generative modeling by sampling expectation values of tunable observables
2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Andrii Kurkin, Adrián Pérez-Salinas, Elvira Shishenina, Vedran Dunjko, Hao Wang

0

citations
Efficient and robust estimation of many-qubit Hamiltonians
2024 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Daniel Stilck França, Liubov A. Markovich, V. V. Dobrovitski, Albert H. Werner, Johannes Borregaard

31

citations
Quantum Policy Gradient Algorithms
2022 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Arjan Cornelissen, Māris Ozols, Vedran Dunjko

8

citations
Lower Bounds on Learning Pauli Channels With Individual Measurements
2025 IEEE Transactions on Information Theory article Computer Science Quantum Computing Algorithms and Architecture Open access

Omar Fawzi, Aadil Oufkir, Daniel Stilck França

5

citations
A Meta-Learning Algorithm for Interrogative Agendas
2023 arXiv (Cornell University) preprint Computer Science Rough Sets and Fuzzy Logic Open access

Erman Acar, Andrea De Domenico, Krishna Manoorkar, Mattia Panettiere

2

citations
Optimal strategies for shadow tomography with limited resources
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Zhen-Peng Xu, Qi Ye, Jie Wang, Gereon Koßmann, Andreas Winter, René Schwonnek

0

citations
Efficient Sparsification of Simplicial Complexes via Local Densities of States
2025 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Anton Savostianov, Michael T. Schaub, Nicola Guglielmi, Francesco Tudisco

0

citations
Convergence guarantees for forward gradient descent in the linear regression model
2024 Journal of Statistical Planning and Inference article Computer Science Stochastic Gradient Optimization Techniques Open access

Thijs Bos, Johannes Schmidt-Hieber

0

citations
Quantum machine learning beyond kernel methods
2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko

228

citations
High-accuracy model-based reinforcement learning, a survey
2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

46

citations