ar X iv : 1 50 4 . 01 70 9 v 1 [ cs . F L ] 7 A pr 2 01 5 On the expressibility of copyless cost register automata

ar X iv : 1 70 3 . 07 94 9 v 3 [ cs . C R ] 4 A pr 2 01 7 1 Anonymized Local Privacy

In this paper, we introduce the family of Anonymized Local Privacy mechanisms. These mechanisms have an output space of multiple values (e.g.,“Yes”, “No”, or “⊥” (not participating)) and leverage the law of large numbers to generate linear noise in the number of data owners to protect privacy both before and after aggregation yet preserve accuracy. We describe the suitability in a distributed o...

ar X iv : 1 70 3 . 07 94 9 v 3 [ cs . C R ] 4 A pr 2 01 7 1 Anonymized Local Privacy Joshua Joy

In this paper, we introduce the family of Anonymized Local Privacy mechanisms. These mechanisms have an output space of multiple values (e.g.,“Yes”, “No”, or “⊥” (not participating)) and leverage the law of large numbers to generate linear noise in the number of data owners to protect privacy both before and after aggregation yet preserve accuracy. We describe the suitability in a distributed o...

Automating Image Analysis by Annotating Landmarks with Deep Neural Networks

3 Introduction 3 Materials and Methods 5 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 Deep Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 Deep Neural Network Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 Experimental Setup . . . . ...

On the expressibility of copyless cost register automata

Cost register automata (CRA) were proposed by Alur et all as an alternative model for weighted automata. In hope of finding decidable subclasses of CRA, they proposed to restrict their model with the copyless restriction but nothing is really know about the structure or properties of this new computational model called copyless CRA. In this paper we study the properties and expressiveness of co...

ar X iv : 0 70 4 . 01 15 v 2 [ m at h . G T ] 9 A pr 2 00 7 Smooth maps with singularities of bounded K - codimensions ∗ † Yoshifumi ANDO