C. Matthias - Publications, H-index & Citations | Canyam

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C. Matthias

Ecole Polytechnique Federale de Lausanne

15H-index

119Paper Count

1.2KCitation Count

Published Papers 14

Publication Date

Insomnia features and patient-reported daytime sleepiness in patients with obstructive sleep apnea

IF3.4

2025-02-01

0

PREAI

Gouveris, H.; Deiss, A.; Hackenberg, B.; Bahr-Hamm, K.; Huppertz, T.; Ludwig, K.; Matthias, C.; Simon, P.

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Learning Quantum States and Unitaries of Bounded Gate Complexity

IF11

2024-10-16

1

OAAI

Zhao, Haimeng; Lewis, Laura; Kannan, Ishaan; Quek, Yihui; Huang, Hsin-Yuan; Caro, Matthias C.

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Learning Quantum Processes and Hamiltonians via the Pauli Transfer Matrix

ACM TRANSACTIONS ON QUANTUM COMPUTING

IF6.8

2024-06-17

5

OAAI

Caro, Matthias C.

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Dynamical simulation via quantum machine learning with provable generalization

PHYSICAL REVIEW RESEARCH

IF4.2

2024-03-05

15

OAAI

Gibbs, Joe; Holmes, Zoe; Caro, Matthias C.; Ezzell, Nicholas; Huang, Hsin-Yuan; Cincio, Lukasz; Sornborger, Andrew T.; Coles, Patrick J.

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From undecidability of non-triviality and finiteness to undecidability of learnability

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2023-12-01

1

OAAI

Caro, Matthias C.

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Out-of-distribution generalization for learning quantum dynamics

NATURE COMMUNICATIONS

IF15.7

2023-07-05

26

OAAI

Caro, Matthias C.; Huang, Hsin-Yuan; Ezzell, Nicholas; Gibbs, Joe; Sornborger, Andrew T.; Cincio, Lukasz; Coles, Patrick J.; Holmes, Zoe

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Generalization in quantum machine learning from few training data

NATURE COMMUNICATIONS

IF15.7

2022-08-22

149

OAAI

Caro, Matthias C.; Huang, Hsin-Yuan; Cerezo, M.; Sharma, Kunal; Sornborger, Andrew; Cincio, Lukasz; Coles, Patrick J.

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Encoding-dependent generalization bounds for parametrized quantum circuits

IF5.4

2021-11-17

62

OAAI

Caro, Matthias C.; Gil-Fuster, Elies; Meyer, Johannes Jakob; Eisert, Jens; Sweke, Ryan

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Binary classification with classical instances and quantum labels

QUANTUM MACHINE INTELLIGENCE

IF4.4

2021-05-05

9

OAAI

Caro, Matthias C.

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Pseudo-dimension of quantum circuits

QUANTUM MACHINE INTELLIGENCE

IF4.4

2020-11-06

28

OAAI

Caro, Matthias C.; Datta, Ishaun

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DISTINCT PATTERNS OF EEG-EMG-COHERENCE IN VARIOUS STAGES OF DISEASE SEVERITY IN PATIENTS WITH SLEEP-DISORDERED BREATHING

IF4.9

2018-04-27

0

OAAI

Bahr, K.; Gouveris, H.; Huppertz, T.; Martin, E.; Matthias, C.; Muthuraman, M.

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SLEEP STAGE CLASSIFICATION USING SPECTRAL ANALYSES AND SUPPORT VECTOR MACHINE ALGORITHM ON C3-AND C4-EEG SIGNALS

IF3.4

2017-12-01

1

OAAI

Gouveris, H.; Boekstegers, P. T.; Abriani, A.; Bahr, K.; Huppertz, T.; Martin, E.; Matthias, C.; Groppa, S.; Muthuraman, M.

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MICROSTRUCTURE OF RESPIRATORY AROUSALS IN PATIENTS WITH SLEEP-DISORDERED BREATHING

IF3.4

2017-12-01

0

PREAI

Geisler, V.; Bahr, K.; Huppertz, T.; Martin, E.; Winter, Y.; Tuin, I.; Matthias, C.; Gouveris, H.

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The role of immune and apoptosis markers for prediction of pCR in the WSG-ADAPT HER2+/HR+ phase II trial evaluating 12-weeks of neoadjuvant TDM1 ± endocrine therapy (ET) versus T + ET in HER2-positive hormone-receptor-positive early breast cancer (EBC)

CANCER RESEARCH

IF16.6

2017-02-15

0

PREAI

Harbeck, N.; Nitz, U. A.; Matthias, C.; Kates, R.; Braun, M.; Kummel, S.; Schumacher, C.; Potenberg, J.; Kraemer, S.; Kleine-Tebbe, A.; Augustin, D.; Aktas, B.; Forstbauer, H.; Tio, J.; Liedtke, C.; Grischke, E-M; de Haas, S. L.; Deurloo, R.; Schumacher, J.; Wuerstlein, R.; Kreipe, H. H.; Gluz, O.

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