Quantum machine learning beyond kernel methods
Jerbi, Sofiene, Fiderer, Lukas J, Poulsen Nautrup, Hendrik, Kübler, Jonas M, Briegel, Hans J, Dunjko, Vedran
Published in Nature communications (31.01.2023)
Published in Nature communications (31.01.2023)
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Journal Article
Shadows of quantum machine learning
Jerbi, Sofiene, Gyurik, Casper, Marshall, Simon C, Molteni, Riccardo, Dunjko, Vedran
Published in Nature communications (06.07.2024)
Published in Nature communications (06.07.2024)
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Journal Article
Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning
Preti, Francesco, Schilling, Michael, Jerbi, Sofiene, Trenkwalder, Lea M., Nautrup, Hendrik Poulsen, Motzoi, Felix, Briegel, Hans J.
Published in Quantum (Vienna, Austria) (14.05.2024)
Published in Quantum (Vienna, Austria) (14.05.2024)
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Journal Article
Neonatal cardiogenic shock revealing obstructive cardiac Hibernoma: case report
Gribaa, Rym, Kacem, Marwen, Ouannes, Sami, Majdoub, Wiem, Thabet, Houssem, Ali, Imen Ben, Elheraiche, Aymen, Slim, Mehdi, Hmissa, Sihem, Neffati, Elyes, Cherif, Taieb, Kortas, Chokri, Marah, Jamli, Jerbi, Sofiene
Published in Journal of cardiothoracic surgery (04.08.2021)
Published in Journal of cardiothoracic surgery (04.08.2021)
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Journal Article
Quantum Enhancements for Deep Reinforcement Learning in Large Spaces
Jerbi, Sofiene, Trenkwalder, Lea M., Poulsen Nautrup, Hendrik, Briegel, Hans J., Dunjko, Vedran
Published in PRX quantum (01.02.2021)
Published in PRX quantum (01.02.2021)
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Journal Article
Photonic architecture for reinforcement learning
Flamini, Fulvio, Hamann, Arne, Jerbi, Sofiène, Trenkwalder, Lea M, Nautrup, Hendrik Poulsen, Briegel, Hans J
Published in New journal of physics (01.04.2020)
Published in New journal of physics (01.04.2020)
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Journal Article
Photonic architecture for reinforcement learning
Flamini, Fulvio, Hamann, Arne, Jerbi, Sofiene, Trenkwalder, Lea M., Poulsen Nautrup, Hendrik, Briegel, Hans J.
Published in 2020 Photonics North (PN) (01.05.2020)
Published in 2020 Photonics North (PN) (01.05.2020)
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Conference Proceeding
Reinforcement learning assisted recursive QAOA
Patel, Yash J., Jerbi, Sofiene, Bäck, Thomas, Dunjko, Vedran
Published in EPJ quantum technology (01.12.2024)
Published in EPJ quantum technology (01.12.2024)
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Journal Article
Genomic analysis of in vivo acquired resistance to colistin and rifampicin in Acinetobacter baumannii
Jaidane, Nadia, Naas, Thierry, Mansour, Wejdene, Radhia, Bechir Ben, Jerbi, Sofiene, Boujaafar, Noureddine, Bouallegue, Olfa, Bonnin, Rémy A.
Published in International journal of antimicrobial agents (01.02.2018)
Published in International journal of antimicrobial agents (01.02.2018)
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Journal Article
Operationally meaningful representations of physical systems in neural networks
Poulsen Nautrup, Hendrik, Metger, Tony, Iten, Raban, Jerbi, Sofiene, Trenkwalder, Lea M, Wilming, Henrik, Briegel, Hans J, Renner, Renato
Published in Machine learning: science and technology (01.12.2022)
Published in Machine learning: science and technology (01.12.2022)
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Journal Article
Near-Optimal Quantum Algorithms for Multivariate Mean Estimation
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Paper
Journal Article
Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
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Paper
Journal Article
Quantum policy gradient algorithms
Jerbi, Sofiene, Cornelissen, Arjan, Ozols, Māris, Dunjko, Vedran
Published in arXiv.org (19.12.2022)
Published in arXiv.org (19.12.2022)
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Paper
Journal Article
Shadows of quantum machine learning
Jerbi, Sofiene, Casper Gyurik, Marshall, Simon C, Molteni, Riccardo, Dunjko, Vedran
Published in arXiv.org (07.07.2024)
Published in arXiv.org (07.07.2024)
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Paper
Journal Article
Efficient distributed inner product estimation via Pauli sampling
Hinsche, Marcel, Ioannou, Marios, Jerbi, Sofiene, Leone, Lorenzo, Eisert, Jens, Carrasco, Jose
Year of Publication 10.05.2024
Year of Publication 10.05.2024
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Journal Article
Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning
Preti, Francesco, Schilling, Michael, Jerbi, Sofiene, Trenkwalder, Lea M, Hendrik Poulsen Nautrup, Motzoi, Felix, Briegel, Hans J
Published in arXiv.org (03.05.2024)
Published in arXiv.org (03.05.2024)
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Journal Article