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A Unified Framework for Sparse Relaxed Regularized Regression: SR3

IEEE access, 2019, Vol.7, p.1404-1423

2019

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A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data

IEEE access, 2020, Vol.8, p.169259-169271

2020

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Ensemble Principal Component Analysis

IEEE access, 2024, Vol.12, p.6663-6671

2024

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Efficient Robust Parameter Identification in Generalized Kalman Smoothing Models

IEEE transactions on automatic control, 2021-10, Vol.66 (10), p.4852-4857

2021

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Estimating the cause-specific relative risks of non-optimal temperature on daily mortality: a two-part modelling approach applied to the Global Burden of Disease Study

The Lancet (British edition), 2021-08, Vol.398 (10301), p.685-697

2021

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Boosting as a kernel-based method

Machine learning, 2019-11, Vol.108 (11), p.1951-1974

2019

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Adaptive as-natural-as-possible image stitching

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.1155-1163

2015

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Dimensionality reduction and reduced-order modeling for traveling wave physics

Theoretical and computational fluid dynamics, 2020-08, Vol.34 (4), p.385-400

2020

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Health effects associated with consumption of unprocessed red meat: a Burden of Proof study

Nature medicine, 2022-10, Vol.28 (10), p.2075-2082

2022

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Estimating nuisance parameters in inverse problems

Inverse problems, 2012-11, Vol.28 (11), p.115016-13

2012

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Assessing COVID-19 pandemic policies and behaviours and their economic and educational trade-offs across US states from Jan 1, 2020, to July 31, 2022: an observational analysis

The Lancet (British edition), 2023-04, Vol.401 (10385), p.1341-1360

2023

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Reply to: Concerns about the Burden of Proof studies

Nature medicine, 2023-04, Vol.29 (4), p.826-827

2023

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Effects of elevated systolic blood pressure on ischemic heart disease: a Burden of Proof study

Nature medicine, 2022-10, Vol.28 (10), p.2056-2065

2022

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Health effects associated with vegetable consumption: a Burden of Proof study

Nature medicine, 2022-10, Vol.28 (10), p.2066-2074

2022

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Health effects associated with smoking: a Burden of Proof study

Nature medicine, 2022-10, Vol.28 (10), p.2045-2055

2022

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Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks

Neural computation, 2021-07, Vol.33 (8), p.2087-2127

2021

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The Burden of Proof studies: assessing the evidence of risk

Nature medicine, 2022-10, Vol.28 (10), p.2038-2044

2022

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Global mortality burden attributable to non-optimal temperatures – Authors’ reply

The Lancet (British edition), 2022-03, Vol.399 (10330), p.1113-1114

2022

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

IEEE transaction on neural networks and learning systems, 2015-07, Vol.26 (7), p.1518-1524

2015

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Variational Properties of Value Functions

SIAM journal on optimization, 2013-01, Vol.23 (3), p.1689-1717

2013

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Health effects associated with exposure to intimate partner violence against women and childhood sexual abuse: a burden of proof study

Nature medicine, 2023-12, Vol.29 (12), p.3243-3258

2023

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Sparse Principal Component Analysis via Variable Projection

SIAM journal on applied mathematics, 2020-01, Vol.80 (2), p.977-1002

2020

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Seismic Waveform Inversion by Stochastic Optimization

International journal of geophysics, 2011, Vol.2011, p.1-18

2011

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Beating Level-Set Methods for 5-D Seismic Data Interpolation: A Primal-Dual Alternating Approach

IEEE transactions on computational imaging, 2017-06, Vol.3 (2), p.264-274

2017

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A Proximal Quasi-Newton Trust-Region Method for Nonsmooth Regularized Optimization

SIAM journal on optimization, 2022-06, Vol.32 (2), p.900-929

2022

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A Unified Framework for Sparse Relaxed Regularized Regression: SR3

A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data

Ensemble Principal Component Analysis

Efficient Robust Parameter Identification in Generalized Kalman Smoothing Models

Estimating the cause-specific relative risks of non-optimal temperature on daily mortality: a two-part modelling approach applied to the Global Burden of Disease Study

Boosting as a kernel-based method

Adaptive as-natural-as-possible image stitching

Dimensionality reduction and reduced-order modeling for traveling wave physics

Health effects associated with consumption of unprocessed red meat: a Burden of Proof study

Estimating nuisance parameters in inverse problems

Assessing COVID-19 pandemic policies and behaviours and their economic and educational trade-offs across US states from Jan 1, 2020, to July 31, 2022: an observational analysis

Reply to: Concerns about the Burden of Proof studies

Effects of elevated systolic blood pressure on ischemic heart disease: a Burden of Proof study

Health effects associated with vegetable consumption: a Burden of Proof study

Health effects associated with smoking: a Burden of Proof study

Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks

The Burden of Proof studies: assessing the evidence of risk

Global mortality burden attributable to non-optimal temperatures – Authors’ reply

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

Variational Properties of Value Functions

Health effects associated with exposure to intimate partner violence against women and childhood sexual abuse: a burden of proof study

Sparse Principal Component Analysis via Variable Projection

Seismic Waveform Inversion by Stochastic Optimization

Beating Level-Set Methods for 5-D Seismic Data Interpolation: A Primal-Dual Alternating Approach

A Proximal Quasi-Newton Trust-Region Method for Nonsmooth Regularized Optimization

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