Bradley M. Bell

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Computing Sparse Jacobians and Hessians Using Algorithmic Differentiation.
CoRR
Bradley M. Bell, Kasper Kristensen
2018 J jnl
Newton step methods for AD of an objective defined using implicit functions.
Optim. Methods Softw.
Bradley M. Bell, Kasper Kristensen
2015 J jnl
The Connection Between Bayesian Estimation of a Gaussian Random Field and RKHS.
IEEE Trans. Neural Networks Learn. Syst.
Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto
2013 J jnl
A Statistical Model and Estimation of Disease Rates as Functions of Age and Time.
SIAM J. Sci. Comput.
Bradley M. Bell, Abraham D. Flaxman
2013 J jnl
Distributed Kalman smoothing in static Bayesian networks.
Autom.
Gianluigi Pillonetto, Bradley M. Bell, Simone Del Favero
2013 J jnl
The exact relationship between regularization in RKHS and Bayesian estimation of Gaussian random fields
CoRR
Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto
2011 J jnl
An
IEEE Trans. Autom. Control.
Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto
2009 J jnl
An inequality constrained nonlinear Kalman-Bucy smoother by interior point likelihood maximization.
Autom.
Bradley M. Bell, James V. Burke, Gianluigi Pillonetto
2008 J jnl
Optimal smoothing of non-linear dynamic systems via Monte Carlo Markov chains.
Autom.
Gianluigi Pillonetto, Bradley M. Bell
2007 J jnl
Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance.
Autom.
Gianluigi Pillonetto, Bradley M. Bell
2003 — conf
Bayesian Deconvolution of Functions in RKHS Using MCMC Techniques.
System Modelling and Optimization
Gianluigi Pillonetto, Bradley M. Bell
2001 J jnl
Approximating the marginal likelihood estimate for models with random parameters.
Appl. Math. Comput.
Bradley M. Bell
2000 J jnl
The marginal likelihood for parameters in a discrete Gauss-Markov process.
IEEE Trans. Signal Process.
Bradley M. Bell
1994 J jnl
The Iterated Kalman Smoother as a Gauss-Newton Method.
SIAM J. Optim.
Bradley M. Bell
1993 J jnl
The iterated Kalman filter update as a Gauss-Newton method.
IEEE Trans. Autom. Control.
Bradley M. Bell, Frederick W. Cathey
1991 J jnl
A matched filter network for estimating pulse arrival times.
IEEE Trans. Signal Process.
Bradley M. Bell, Stephen A. Reynolds
1991 J jnl
A two step Burg algorithm [spectral analysis].
IEEE Trans. Signal Process.
Bradley M. Bell, Donald B. Percival
1986 J jnl
Separating multipaths by global optimization of a multidimensional matched filter.
IEEE Trans. Acoust. Speech Signal Process.
Bradley M. Bell, Terry E. Ewart