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Convergence Rate of Sieve Estimates
The Annals of Statistics, 1994 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Shen, Xiaotong, Wong, Wing Hung
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The Rate of Convergence of AdaBoost [PDF]
, 2011 The AdaBoost algorithm was designed to combine many "weak" hypotheses that perform slightly better than random guessing into a "strong" hypothesis that has very low error.
Mukherjee, Indraneel +2 more
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Minimizing Finite Sums with the Stochastic Average Gradient [PDF]
, 2016 We propose the stochastic average gradient (SAG) method for optimizing the sum of a finite number of smooth convex functions. Like stochastic gradient (SG) methods, the SAG method's iteration cost is independent of the number of terms in the sum. However,
Bach, Francis +2 more
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$U$-Processes: Rates of Convergence
The Annals of Statistics, 1987 Let \(\xi_ 1,\xi_ 2,..\). be independent, identically distributed random variables and denote by \[ S_ n(f)=\sum_{1\leq i\neq j\leq n}f(\xi_ i,\xi_ j) \] the U-statistic with respect to the kernel f. The authors obtain almost sure convergence results for \(S_ n(f)\) uniformly over \(f\in F\) where F belongs to certain classes of kernels.
Nolan, Deborah, Pollard, David
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Pediatric Blood &Cancer, EarlyView.ABSTRACT In pediatric patients, T‐cell lymphoblastic lymphoma (T‐LBL) survival exceeds 80%. Relapse remains associated with limited curative options. Frontline treatment is largely extrapolated from T‐cell acute lymphoblastic leukemia (T‐ALL) treatment, reflecting the ongoing debate, whether both entities represent distinct diseases or variants within ...
Marie C. Heider +4 more
wiley +1 more source
Convergence of the compensated split-step θ-method for nonlinear jump-diffusion systems
Advances in Difference Equations, 2017 In this paper, our aim is to develop a compensated split-step θ (CSSθ) method for nonlinear jump-diffusion systems. First, we prove the convergence of the proposed method under a one-sided Lipschitz condition on the drift coefficient, and global ...
Jianguo Tan, Weiwei Men
doaj +1 more source
Rate of Convergence Towards Semi-Relativistic Hartree Dynamics
, 2013 We consider the semi-relativistic system of $N$ gravitating Bosons with gravitation constant $G$. The time evolution of the system is described by the relativistic dispersion law, and we assume the mean-field scaling of the interaction where $N \to ...
A. Elgart +27 more
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A Decentralized Second-Order Method with Exact Linear Convergence Rate for Consensus Optimization [PDF]
IEEE Transactions on Signal and Information Processing over Networks, 2016 This paper considers decentralized consensus optimization problems where different summands of a global objective function are available at nodes of a network that can communicate with neighbors only. The proximal method of multipliers is considered as a
Aryan Mokhtari +3 more
semanticscholar +1 more source
Convergence Rates for Regularized Solutions [PDF]
Mathematics of Computation, 1988 Given a first-kind integral equation \[ K u ( x ) = ∫ 0 1 K ( x , t ) u ( t ) d t = f ( x )
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FEBS Letters, EarlyView.Fluorescent probes allow dynamic visualization of phosphoinositides in living cells (left), whereas mass spectrometry provides high‐sensitivity, isomer‐resolved quantitation (right). Their synergistic use captures complementary aspects of lipid signaling. This review illustrates how these approaches reveal the spatiotemporal regulation and quantitative
Hiroaki Kajiho +3 more
wiley +1 more source