Bradley M. Bell

According to our database, Bradley M. Bell authored at least 18 papers between 1986 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2021

Computing Sparse Jacobians and Hessians Using Algorithmic Differentiation.

Bradley M. Bell, Kasper Kristensen

CoRR, 2021

2018

Newton step methods for AD of an objective defined using implicit functions.

Bradley M. Bell, Kasper Kristensen

Optim. Methods Softw., 2018

2015

The Connection Between Bayesian Estimation of a Gaussian Random Field and RKHS.

Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto

IEEE Trans. Neural Networks Learn. Syst., 2015

2013

A Statistical Model and Estimation of Disease Rates as Functions of Age and Time.

Bradley M. Bell, Abraham D. Flaxman

SIAM J. Sci. Comput., 2013

The exact relationship between regularization in RKHS and Bayesian estimation of Gaussian random fields

Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto

CoRR, 2013

Distributed Kalman smoothing in static Bayesian networks.

Gianluigi Pillonetto, Bradley M. Bell, Simone Del Favero

Autom., 2013

2011

An ₁ -Laplace Robust Kalman Smoother.

Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto

IEEE Trans. Autom. Control., 2011

2009

An inequality constrained nonlinear Kalman-Bucy smoother by interior point likelihood maximization.

Bradley M. Bell, James V. Burke, Gianluigi Pillonetto

Autom., 2009

2008

Optimal smoothing of non-linear dynamic systems via Monte Carlo Markov chains.

Gianluigi Pillonetto, Bradley M. Bell

Autom., 2008

2007

Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance.

Gianluigi Pillonetto, Bradley M. Bell

Autom., 2007

2003

Bayesian Deconvolution of Functions in RKHS Using MCMC Techniques.

Gianluigi Pillonetto, Bradley M. Bell

Proceedings of the System Modeling and Optimization, 2003

2001

Approximating the marginal likelihood estimate for models with random parameters.

Bradley M. Bell

Appl. Math. Comput., 2001

2000

The marginal likelihood for parameters in a discrete Gauss-Markov process.

Bradley M. Bell

IEEE Trans. Signal Process., 2000

1994

The Iterated Kalman Smoother as a Gauss-Newton Method.

Bradley M. Bell

SIAM J. Optim., 1994

1993

The iterated Kalman filter update as a Gauss-Newton method.

Bradley M. Bell, Frederick W. Cathey

IEEE Trans. Autom. Control., 1993

1991

A matched filter network for estimating pulse arrival times.

Bradley M. Bell, Stephen A. Reynolds

IEEE Trans. Signal Process., 1991

A two step Burg algorithm [spectral analysis].

Bradley M. Bell, Donald B. Percival

IEEE Trans. Signal Process., 1991

1986

Separating multipaths by global optimization of a multidimensional matched filter.

Bradley M. Bell, Terry E. Ewart

IEEE Trans. Acoust. Speech Signal Process., 1986