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Inferring the causal structure that links n observables is usually based upon detecting statistical dependences and choosing simple graphs that make the joint measure Markovian.
Mathematical methods of statistics
H. Cramér · 1946
Earlier work this paper cites.
A preliminary report on a general theory of inducative inference
R. Solomonoff · 1960
Earlier work this paper cites.
A formal theory of inductive inference
R. Solomonoff · 1964
Earlier work this paper cites.
Three approaches to the quantitative definition of information
A. Kolmogorov · 1965
Earlier work this paper cites.
On the length of prgrams for computing finire binary sequences
G. Chaitin · 1966
Earlier work this paper cites.
A theory of program size formally identical to information theory
G. Chaitin · 1975
Earlier work this paper cites.
Quantum theory, the Church-Turing Principle and the universal quantum computer
D. Deutsch · 1985
Earlier work this paper cites.
On the nature and origin of complexity in discrete, homogeneous, locally-interacting systems
C.-H. Bennett · 1986
Earlier work this paper cites.
Logical depth and physical complexity
C.-H. Bennett · 1988
Earlier work this paper cites.
Independence properties of directed Markov fields
S. Lauritzen, A. Dawid, B. Larsen, and H.-G. Leimer · 1990
Earlier work this paper cites.
How to define complexity in physics and why
C.-H. Bennett · 1990
Earlier work this paper cites.
Elements of Information Theory
T. Cover and J. Thomas · 1991
Earlier work this paper cites.
Minimum complexity density estimation
A. Barron and T. Cover · 1991
Earlier work this paper cites.
Causation, Prediction, and Search
P. Spirtes, C. Glymour, and R. Scheines · 1993
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Discovery by minimal length encoding: a case study in molecular evolution
A. Milosavljević and J. Jurka · 1993
Cited alongside, same era.
The interpretation of quantum mechanics
Omnès, R · 1994
Cited alongside, same era.
A new challenge for compression algorithms: genetic sequences
S. Grumbach and F. Tahi · 1994
Cited alongside, same era.
Strong completeness and faithfulness in Bayesian networks
C. Meek · 1995
Cited alongside, same era.
Graphical Models
S. Lauritzen · 1996
Cited alongside, same era.
An Introduction to Kolmogorov Complexity and its Applications
Algorithmic statistics
P. Gacs, J. Tromp, and P. Vitányi · 2001
Later among the works it cites.
Causal inference using nonnormality
Y. Kano and S. Shimizu · 2003
Later among the works it cites.
Chain letters and evolutionary histories
C.-H. Bennett, M. Li, and B. Ma · 2003
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Quasi-order of clocks and their synchronism and quantum bounds for copying timing information
D. Janzing and T. Beth · 2003
Later among the works it cites.
On modelling IND-CCA security in cryptographic protocols
D. Hofheinz, J. Müller-Quade, and R. Steinwandt · 2004
Later among the works it cites.
The similarity metric
M. Li, X. Chen, X. Li, B. Ma, and P. Vitányi · 2004
Later among the works it cites.
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M. Li and P. Vitányi · 1997
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Information distance
C.-H. Bennett, P. Gács, M. Li, P. Vitányi, and W. Zurek · 1998
Cited alongside, same era.
A Bayesian approach to causal discovery
D. Heckerman, C. Meek, and G. Cooper · 1999
Cited alongside, same era.
The direction of time
H. Reichenbach · 1999
Cited alongside, same era.
Causality
J. Pearl · 2000
Cited alongside, same era.
Quantum Computation and Quantum Information
M. Nielsen and I. Chuang · 2000
Cited alongside, same era.
A. Gretton, R. Herbrich, A. Smola, O. Bousquet, and B. Schölkopf · 2005
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Causal inference by choosing graphs with most plausible Markov kernels
X. Sun, D. Janzing, and B. Schölkopf · 2006
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The minimum description length principle
P. Grünwald · 2007
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X. Sun, D. Janzing, and B. Schölkopf · 2008
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