lines 2-360 of file: publications.xrst {xrst_begin publications} {xrst_spell anders aravkin asilomar automatica backes barrett behaviour biosciences bischof bradley bucy carlo casper cathey cobelli dai dailey deconvolution ed eigenfunctions ewart flaxman francis golde hans hovland howe kasper kristensen kushmerick malley mlab motoneurones multi multipaths multitapers naumann nielsen nonsmooth olson percival ph pharmacokinetic pillonetto reynolds schumitzky siam skaug spindel st taylor th thomson utke vicini vitro walden washington } Bradley M. Bell's Publications ############################## Implicit Function AD II *********************** | *Newton Step Methods for AD of an Objective Defined Using Implicit Functions* | B.M. Bell, Kasper Kristensen, | Optimization Methods and Software, | `Taylor & Francis `_, 2017. | :ref:`Abstract` Laplace Approximation in R Language *********************************** | *TMB: Automatic Differentiation and Laplace Approximation* | Kasper Kristensen, Anders Nielsen, Casper W. Berg, Hans Skaug, Bradley M. Bell, | Journal of Statistical Software, | v 70, n 5, p 1-21, 2016. | :ref:`Abstract` Gaussian Random Fields and RKHS ******************************* | *The connection between Bayesian estimation of a Gaussian random field and RKHS* | A.Y. Aravkin, B.M. Bell, J.V. Burke, G. Pillonetto, | IEEE Transactions on Neural Networks and Learning Systems, | v 26, n 7, p 1518-1524, 2015. | :ref:`Abstract` Public Health Estimation ************************ | *A Statistical Model and Estimation* *of Disease Rates as Functions of Age and Time* | B.M. Bell, A.D., Flaxman, | Siam Journal on Scientific Computing: | Computational Methods in Science and Engineering, | v 35, n 2, p B511-B528, 2013. | :ref:`Abstract` State Space Kernel Machine Learning *********************************** | *Learning using state space kernel machines* | A.Y. Aravkin, B.M. Bell, J.V. Burke, G. Pillonetto, | IFAC Proceedings Volumes, | v 18, n 1, p 2296-2302, 2011. | :ref:`Abstract` Robust Kalman Smoothing *********************** | *An L1-Laplace Robust Kalman Smoother* | A.Y. Aravkin, B.M. Bell, J.V. Burke, G. Pillonetto, | IEEE Transaction on Automatic Control, | v 56, n 12, p 2892-911, 2011. | :ref:`Abstract` Kalman Filtering with Real-Time Applications ******************************************** | *Book Review* | B.M. Bell, | SIAM Review, B. O'Malley Ed., | v 52, n 2, p 390-392, 2010. Inequality Constrained Kalman Smoothing *************************************** | *An inequality constrained nonlinear Kalman-Bucy smoother by interior point likelihood maximization* | B.M. Bell, J.V. Burke, G. Pillonetto, | Automatica, | v 45, n 1, p 25-33, 2009. | :ref:`Abstract` Implicit Function AD I ********************** | *Algorithmic differentiation of implicit functions and optimal values* , | B.M. Bell, J.V. Burke, | Advances in Automatic Differentiation, Editors: | C. Bischof, H. Bucker, P. Hovland, U. Naumann, and J. Utke, | 2008. | :ref:`Abstract` Nonlinear Bayesian Kalman Smoothing II ************************************** | *Approximating the Bayesian inverse for nonlinear dynamical systems* , | B.M. Bell, G. Pillonetto, | 4th AIP International Conference and the 1st Congress of the IPIA, | Journal of Physics: Conference Series 124, 2008. | :ref:`Abstract` Nonlinear Bayesian Kalman Smoothing I ************************************* | *Optimal smoothing of non-linear dynamic systems via Monte Carlo Markov chains* , | G. Pillonetto, B.M. Bell, | Automatica, | v 44, n 7, p 1676-1685, 2008. | :ref:`Abstract` Semi-Blind Deconvolution ************************ | *Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance* , | G. Pillonetto, B.M. Bell, | Automatica, | v 43, n 10, p 1698-1712, 2007. Neuron Behavior *************** | *Contributions of the input signal and prior activation history to the discharge behaviour of rat motoneurones* , | R.K. Powers, Y. Dai, B.M. Bell, D.B. Percival, M.D. Binder, | The Journal of Physiology, | v 562, p 707-724, 2005. | :ref:`Abstract` Mitochondrial Oxygen Consumption ******************************** | *Estimating in vitro mitochondrial oxygen consumption during muscle contraction and recovery:* | *a novel approach that accounts for diffusion* , | R.K. Dash, B.M. Bell, M.J. Kushmerick, P. Vicini, | Annals of Biomedical Engineering, | v 33, n 3, p 343-355, 2005. | :ref:`Abstract` Stochastic Function Parameter Estimation **************************************** | *Estimating parameters and stochastic functions of one variable using nonlinear measurement models* , | B.M. Bell, G. Pillonetto, | Inverse Problems, | v 20, n 3, p 627-646, 2004. | :ref:`Abstract` Insulin Secretion Variance Estimation ************************************* | *Deconvolution of non-stationary physical signals: a smooth variance model for insulin secretion rate* , | G. Pillonetto, B.M. Bell, | Inverse Problems, | v 20, n 2, p 367-383, 2004. | :ref:`Abstract` Marginal Likelihood Approximation ********************************* | *Approximating the marginal likelihood estimate for models with random parameters* , | B.M. Bell, | Applied Math And Computation, | v 119, p 57-75, 2001. | :ref:`Abstract` Optimization: Foundations and Applications ****************************************** | *Book Review* , | B.M. Bell, | SIAM Review, B. O'Malley Ed., | v 43, p 554-555, 2001. Kalman Smoother Marginal Likelihood *********************************** | *The marginal likelihood for parameters in a discrete Gauss-Markov process* , | B.M. Bell, | IEEE Transactions on Signal Processing, | v 48, n 3, p 870-873, 2000. | :ref:`Abstract` SAAM II ******* | *SAAM II: Simulation, Analysis, and Modeling Software for tracer and pharmacokinetic studies* , | Barrett P.H., Bell B.M., Cobelli C., Golde H., Schumitzky A., Vicini P., Foster D.M. | Metabolism, | v 47, p 484-492, 1998. | :ref:`Abstract` Variance Parameter Estimation ***************************** | *A relative weighting method for estimating parameters and variances in multiple data sets* , | B.M. Bell, J.V. Burke, A. Schumitzky, | Computational Statistics and Data Analysis, | v 22, n 2, p 119-135, 1996. | :ref:`Abstract` GPS *** | *A method for GPS positioning* , | D.J. Dailey, B.M. Bell, | IEEE Transactions on Aerospace and Electronic Systems, | v 32, n 3, p 1148-1154, 1996. | :ref:`Abstract` Mlab **** | *Software Review of MLAB* , | B.M. Bell, | Mathematical Biosciences, | v 132, n 2, p 219, 1996. Nonlinear Kalman Smoothing ************************** | *The iterated Kalman smoother as a Gauss-Newton method* , | B.M. Bell, | SIAM Journal on Optimization, | v 4, n 3, 1994. | :ref:`Abstract` Thomson's Spectral Multitapers ****************************** | *Calculating Thomson's spectral multitapers by inverse iteration* , | B.M. Bell, D.B. Percival, A.T. Walden, | Journal of Computational and Graphical Statistics, | 1993. | :ref:`Abstract` Nonlinear Kalman Filtering II ***************************** | *The iterated Kalman filter update as a Gauss-Newton method* , | B.M. Bell, F.W. Cathey, | IEEE Transactions on Automatic Control, | v 38, n 2, p 294-297, 1993. | :ref:`Abstract` Nonlinear Kalman Filtering I **************************** | *Nonlinear Kalman filtering of long-baseline, short-baseline, GPS, and depth measurements* , | B.M. Bell, B.M. Howe, J.A. Mercer, R.C. Spindel, | Proceedings of the Twenty-Fifth Asilomar Conference on Signals, Systems and Computers, | p 131-136, 1991. | :ref:`Abstract` Acoustic Multi-path II ********************** | *A matched filter network for estimating pulse arrival times* , | B.M. Bell, S.A. Reynolds, | IEEE Transactions on Signal Processing, | v 39, n 2, 1991. | :ref:`Abstract` Semi-infinite Optimization ************************** | *Global convergence of a semi-infinite optimization method* , | B.M. Bell, | Applied Mathematics and Optimization, | v 21, p 69-88, 1990. | :ref:`Abstract` Burg's Algorithm **************** | *A two step Burg algorithm* , | B.M. Bell, D.B. Percival, | IEEE Transactions on Signal Processing, | v 39, n 1, 1991. | :ref:`Abstract` Generalized Gamma Distribution ****************************** | *Generalized gamma parameter estimation and moment evaluation* , | B.M. Bell, | Communications in Statistics, | v 17, n 2, p 507-517, 1988. | :ref:`Abstract` Acoustic Multi-path I ********************* | *Separating multipaths by global optimization of a multidimensional matched filter* , | B.M. Bell, T.E. Ewart, | IEEE Speech and Signal Processing, | v ASSP-34, n 5, p 1029-1037, 1986. | :ref:`Abstract` Ph.D. Thesis ************ | *Nonsmooth optimization by successive quadratic programming* , | B.M. Bell, | Ph.D. Thesis at University of Washington, | 1984. | :ref:`Abstract` Error Correcting Codes II ************************* | *Implementation of error detection and correction codes, for acoustic data telemetry* , | J.L. Backes, B.M. Bell, J.B. Miller, | Oceans 83 Conference Proceedings, | v IEEE Pub. 83CH1972--9, p 167-175, 1983. Error Correcting Codes I ************************ | *Software techniques for error correcting codes* , | B.M. Bell, | University of Washington Applied Physics Laboratory, | v APL-UW, n TM-4-83, 1983. | :ref:`Abstract` , Acoustic Telemetry ****************** | *Long baseline deep ocean acoustic tracking and telemetry system* , | J.L. Backes, B.M. Bell, L.O. Olson, | Oceans 81 Conference Proceedings, IEEE Pub. 81CH1685-7, | p 1-8, 1981. Line Search *********** | *An improved line search technique* | B.M. Bell, | SIGMAP Bulletin, | n 25, p 33-8, 1978. | :ref:`Abstract` {xrst_end publications}