Quantum Machine Learning on Near-Term Quantum Devices: Current State of
Supervised and Unsupervised Techniques for Real-World ApplicationsPhysical Review Applied (Phys. Rev. Appl.), 2023 |
Efficient Quantum Agnostic Improper Learning of Decision TreesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Quantum Algorithms and Lower Bounds for Linear Regression with Norm
ConstraintsInternational Colloquium on Automata, Languages and Programming (ICALP), 2021 |
Quantum Boosting using Domain-Partitioning HypothesesQuantum Machine Intelligence (QMI), 2021 |
Quantum Perceptron Revisited: Computational-Statistical TradeoffsConference on Uncertainty in Artificial Intelligence (UAI), 2021 |
Improved Quantum BoostingEmbedded Systems and Applications (ESA), 2020 |
Quantum exploration algorithms for multi-armed banditsAAAI Conference on Artificial Intelligence (AAAI), 2020 |