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12 papers · 1 filter
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
Yi Gai, Bhaskar Krishnamachari, Rahul Jain
In the classic multi-armed bandits problem, the goal is to have a policy for dynamically operating arms that each yield stochastic rewards with unknown means. The key metric of int…
Continuous monitoring can improve single-photon probability
Shesha Raghunathan, Todd Brun
An engineering technique using continuous quantum measurement together with a change detection algorithm is proposed to improve the probability of single photon emission for a quan…
New Supersymmetric and Stable, Non-Supersymmetric Phases in Supergravity and Holographic Field Theory
Thomas Fischbacher, Krzysztof Pilch, Nicholas P. Warner
We establish analytically that the potential of N=8 supergravity in four dimensions has a new N=1 supersymmetric critical point with U(1) x U(1) symmetry. We work within a consiste…
A multivariate adaptive stochastic search method for dimensionality reduction in classification
Tian Siva Tian, Gareth M. James, Rand R. Wilcox
High-dimensional classification has become an increasingly important problem. In this paper we propose a "Multivariate Adaptive Stochastic Search" (MASS) approach which first reduc…
A Complexity View of Markets with Social Influence
Xi Chen, Shang-Hua Teng
In this paper, inspired by the work of Megiddo on the formation of preferences and strategic analysis, we consider an early market model studied in the field of economic theory, in…
Metric uniformization and spectral bounds for graphs
Jonathan A. Kelner, James R. Lee, Gregory N. Price +1
We present a method for proving upper bounds on the eigenvalues of the graph Laplacian. A main step involves choosing an appropriate "Riemannian" metric to uniformize the geometry…