107 citations · 367 across the 28 of their papers we have counts for
3 papers · 1 filter
A note on the expected minimum error probability in equientropic channels
Sebastian Weichwald, Tatiana Fomina, Bernhard Schölkopf +1
While the channel capacity reflects a theoretical upper bound on the achievable information transmission rate in the limit of infinitely many bits, it does not characterise the inf…
Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data
Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf +1
Causal inference concerns the identification of cause-effect relationships between variables. However, often only linear combinations of variables constitute meaningful causal vari…
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation
James Townsend, Niklas Koep, Sebastian Weichwald
Optimization on manifolds is a class of methods for optimization of an objective function, subject to constraints which are smooth, in the sense that the set of points which satisf…