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20022013
most citedPractical Bayesian Optimization of Machine Learning Algorithms

5.7k citations

Showing 2011Show all

8 papers · 1 filter

cs.CG2011

Efficient computation of the branching structure of an algebraic curve

J. Frauendiener, C. Klein, V. Shramchenko

An efficient algorithm for computing the branching structure of a compact Riemann surface defined via an algebraic curve is presented. Generators of the fundamental group of the ba…

math.RT2011

A module-theoretic interpretation of Schiffler's expansion formula

Thomas Brüstle, Jie Zhang

We give a module-theoretic interpretation of Schiffler's expansion formula which is defined combinatorially in terms of complete (T,r)-paths in order to get the expansion of the cl…

cs.LG201114 cited

Classification of Sets using Restricted Boltzmann Machines

Jérôme Louradour, Hugo Larochelle

We consider the problem of classification when inputs correspond to sets of vectors. This setting occurs in many problems such as the classification of pieces of mail containing se…

quant-ph2011267 cited

Quantum simulation of time-dependent Hamiltonians and the convenient illusion of Hilbert space

David Poulin, Angie Qarry, R. D. Somma +1

We consider the manifold of all quantum many-body states that can be generated by arbitrary time-dependent local Hamiltonians in a time that scales polynomially in the system size,…

cs.HC20111 cited

CDTOM: A Context-driven Task-oriented Middleware for Pervasive Homecare Environment

Hongbo Ni, Bessam Abdulrazak, Daqing Zhang +1

With the growing number of the elderly, we see a greater demand for home care, and the vision of pervasive computing is also floating into the domain of the household that aims to…

quant-ph2011408 cited

Observation of Resonant Photon Blockade at Microwave Frequencies using Correlation Function Measurements

C. Lang, D. Bozyigit, C. Eichler +8

Creating a train of single photons and monitoring its propagation and interaction is challenging in most physical systems, as photons generally interact very weakly with other syst…