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- Max Planck SocietyDE367 papers
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63 papers · 1 filter
Causal and anti-causal learning in pattern recognition for neuroimaging
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball +1
Pattern recognition in neuroimaging distinguishes between two types of models: encoding- and decoding models. This distinction is based on the insight that brain state features, th…
Effective interaction between active colloids and fluid interfaces induced by Marangoni flows
Alvaro Domínguez, Paolo Malgaretti, Mihail N. Popescu +1
We show theoretically that near a fluid-fluid interface a single active colloidal particle generating, e.g., chemicals or a temperature gradient experiences an effective force of h…
Decoding index finger position from EEG using random forests
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf +2
While invasively recorded brain activity is known to provide detailed information on motor commands, it is an open question at what level of detail information about positions of b…
Algorithmic independence of initial condition and dynamical law in thermodynamics and causal inference
Dominik Janzing, Rafael Chaves, Bernhard Schoelkopf
We postulate a principle stating that the initial condition of a physical system is typically algorithmically independent of the dynamical law. We argue that this links thermodynam…
Dipole Codes Attractively Encode Glue Functions
Dhananjay Ipparthi, Massimo Mastrangeli, Andrew Winslow
Dipole words are sequences of magnetic dipoles, in which alike elements repel and opposite elements attract. Magnetic dipoles contrast with more general sets of bonding types, call…
MERLiN: Mixture Effect Recovery in Linear Networks
Sebastian Weichwald, Moritz Grosse-Wentrup, Arthur Gretton
Causal inference concerns the identification of cause-effect relationships between variables, e.g. establishing whether a stimulus affects activity in a certain brain region. The o…