1 citations · 1 across the 3 of their papers we have counts for
9 papers
Tailor Made Embeddings for Quantum Machine Learning
Aldo Lamarre, Dominik Šafránek
Autoencoders transformed classical machine learning by solving the curse of dimensionality, enabling principled weight initialization and learning compact, structured representatio…
Entropic partial orderings of quantum measurements
Adam Teixidó-Bonfill, Joseph Schindler, Dominik Šafránek
We investigate four partial orderings on the space of quantum measurements (i.e on POVMs or positive operator valued measures), describing four notions of coarse/fine-ness of measu…
Typical and extreme entropies of long-lived isolated quantum systems
Dana Faiez, Dominik Šafránek, J. M. Deutsch +1
In this paper, we investigate and compare two well-developed definitions of entropy relevant for describing the dynamics of isolated quantum systems: bipartite entanglement entropy…
How much entanglement can be created in a closed system?
Dana Faiez, Dominik Šafránek
In a closed system, the total number of particles is fixed. We ask how much does this conservation law restrict the amount of entanglement that can be created. We derive a tight up…
Classical dynamical coarse-grained entropy and comparison with the quantum version
Dominik Šafránek, Anthony Aguirre, J. M. Deutsch
We develop the framework of classical Observational entropy, which is a mathematically rigorous and precise framework for non-equilibrium thermodynamics, explicitly defined in term…
Probabilistic bound on extreme fluctuations in isolated quantum systems
Joshua M. Deutsch, Dominik Šafránek, Anthony Aguirre
We ask to what extent an isolated quantum system can eventually "contract" to be contained within a given Hilbert subspace. We do this by starting with an initial random state, con…