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11/04/2021
Causal inference with imperfect instrumental variables
Instrumental variables allow for quantification of cause and effect rela...
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08/02/2021
Ab-initio experimental violation of Bell inequalities
The violation of a Bell inequality is the paradigmatic example of device...
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05/12/2021
Causal networks and freedom of choice in Bell's theorem
Bell's theorem is typically understood as the proof that quantum theory ...
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Quantifying causal influences in the presence of a quantum common cause
Quantum mechanics challenges our intuition on the cause-effect relations...
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10/09/2019
Monogamy of Temporal Correlations: Witnessing non-Markovianity Beyond Data Processing
The modeling of natural phenomena via a Markov process — a process for w...
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Unveiling phase transitions with machine learning
The classification of phase transitions is a central and challenging tas...
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08/21/2018
Machine learning non-local correlations
The ability to witness non-local correlations lies at the core of founda...
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Semidefinite tests for latent causal structures
Testing whether a probability distribution is compatible with a given Ba...
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