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Non-asymptotic deviation inequalities for smoothed additive functionals in non-linear state-space models with applications to parameter estimation
Non-asymptotic deviation inequalities smoothed additive functionals in non-linear state-space parameter estimation
2011/2/22
Approximating joint smoothing distributions using particle-based methods is a well-known issue in statistical inference when operating on general state space hidden Markov models (HMM). In this paper ...
Generic Representation Theory of the Additive and Heisenberg Groups
Representation Theory Additive Heisenberg Groups
2010/11/9
In this paper we give an intimate connection between the characteristic zero representation theories of the Additive and Heisenberg groups, and their characteristic p >0 theories when p is much larger...
Finding Additive Biclusters with Random Background
bicluster Cherno bound polynomial-time algorithm probability
2012/11/30
The biclustering problem has been extensively studied in many areas including e-commerce, data mining, machine learning, pattern recognition,statistics, and more recently in computational biology. Giv...
Lower Bounds for Additive Spanners, Emulators, and More
Lower Bounds for Additive Spanners Emulators
2012/11/29
An additive spanner of an unweighted undirected graph G with distortion d is a subgraph H such that for any two vertices u, v ∈ G, we have δH(u, v) ≤ δG(u, v) + d. For every k = O( ln n ln ln n), we c...