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IACR
2011
104views more  IACR 2011»
14 years 6 months ago
Secure Multi-Party Computation of Boolean Circuits with Applications to Privacy in On-Line Marketplaces
Protocols for generic secure multi-party computation (MPC) come in two forms: they either represent the function being computed as a boolean circuit, or as an arithmetic circuit o...
Seung Geol Choi, Kyung-Wook Hwang, Jonathan Katz, ...

Publication
240views
14 years 5 months ago
Bayesian multitask inverse reinforcement learning
We generalise the problem of inverse reinforcement learning to multiple tasks, from multiple demonstrations. Each one may represent one expert trying to solve a different task, or ...
Christos Dimitrakakis, Constantin A. Rothkopf
HICSS
2012
IEEE
346views Biometrics» more  HICSS 2012»
14 years 2 months ago
The Fundamental Concept of Unified Generalized Model and Data Representation for New Applications in the Future Grid
The concept of interoperability of data and model as presented in this paper is viewed as being very useful for implementing variety of future applications related to power system...
Mladen Kezunovic, Santiago Grijalva, Papiya Dutta,...
JMLR
2012
13 years 9 months ago
Krylov Subspace Descent for Deep Learning
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
Oriol Vinyals, Daniel Povey
INFOCOM
2012
IEEE
13 years 9 months ago
Bargaining towards maximized resource utilization in video streaming datacenters
—Datacenters can be used to host large-scale video streaming services with better operational efficiency, as the multiplexing achieved by virtualization technologies allows diff...
Yuan Feng, Baochun Li, Bo Li 0001