A Unified Framework for Sparse Relaxed Regularized Regression: SR3 von Zheng, Peng, Askham, Travis, Brunton, Steven L., Kutz, J. Nathan, Aravkin, Aleksandr Y.

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A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data von Champion, Kathleen, Zheng, Peng, Aravkin, Aleksandr Y., Brunton, Steven L., Kutz, J. Nathan

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Ensemble Principal Component Analysis von Dorabiala, Olga, Aravkin, Aleksandr Y., Kutz, J. Nathan

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A burden of proof study on alcohol consumption and ischemic heart disease von Carr, Sinclair, Bryazka, Dana, McLaughlin, Susan A., Zheng, Peng, Bahadursingh, Sarasvati, Aravkin, Aleksandr Y., Hay, Simon I., Lawlor, Hilary R., Mullany, Erin C., Murray, Christopher J. L., Nicholson, Sneha I., Rehm, Jürgen, Roth, Gregory A., Sorensen, Reed J. D., Lewington, Sarah, Gakidou, Emmanuela

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Efficient Robust Parameter Identification in Generalized Kalman Smoothing Models von Jonker, Jonathan, Zheng, Peng, Aravkin, Aleksandr Y.

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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 von Burkart, Katrin G, Brauer, Michael, Aravkin, Aleksandr Y, Godwin, William W, Hay, Simon I, He, Jiawei, Iannucci, Vincent C, Larson, Samantha L, Lim, Stephen S, Liu, Jiangmei, Murray, Christopher J L, Zheng, Peng, Zhou, Maigeng, Stanaway, Jeffrey D

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Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning von Brunton, Steven L, Nathan Kutz, J, Manohar, Krithika, Aravkin, Aleksandr Y, Morgansen, Kristi, Klemisch, Jennifer, Goebel, Nicholas, Buttrick, James, Poskin, Jeffrey, Blom-Schieber, Adriana W, Hogan, Thomas, McDonald, Darren

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Boosting as a kernel-based method von Aravkin, Aleksandr Y., Bottegal, Giulio, Pillonetto, Gianluigi

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Health effects associated with consumption of unprocessed red meat: a Burden of Proof study von Lescinsky, Haley, Afshin, Ashkan, Ashbaugh, Charlie, Bisignano, Catherine, Brauer, Michael, Ferrara, Giannina, Hay, Simon I., He, Jiawei, Iannucci, Vincent, Marczak, Laurie B., McLaughlin, Susan A., Mullany, Erin C., Parent, Marie C., Serfes, Audrey L., Sorensen, Reed J. D., Aravkin, Aleksandr Y., Zheng, Peng, Murray, Christopher J. L.

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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 von Bollyky, Thomas J, Castro, Emma, Aravkin, Aleksandr Y, Bhangdia, Kayleigh, Dalos, Jeremy, Hulland, Erin N, Kiernan, Samantha, Lastuka, Amy, McHugh, Theresa A, Ostroff, Samuel M, Zheng, Peng, Chaudhry, Hamza Tariq, Ruggiero, Elle, Turilli, Isabella, Adolph, Christopher, Amlag, Joanne O, Bang-Jensen, Bree, Barber, Ryan M, Carter, Austin, Chang, Cassidy, Cogen, Rebecca M, Collins, James K, Dai, Xiaochen, Dangel, William James, Dapper, Carolyn, Deen, Amanda, Eastus, Alexandra, Erickson, Megan, Fedosseeva, Tatiana, Flaxman, Abraham D, Fullman, Nancy, Giles, John R, Guo, Gaorui, Hay, Simon I, He, Jiawei, Helak, Monika, Huntley, Bethany M, Iannucci, Vincent C, Kinzel, Kasey E, LeGrand, Kate E, Magistro, Beatrice, Mokdad, Ali H, Nassereldine, Hasan, Ozten, Yaz, Pasovic, Maja, Pigott, David M, Reiner, Robert C, Reinke, Grace, Schumacher, Austin E, Serieux, Elizabeth, Spurlock, Emma E, Troeger, Christopher E, Vo, Anh Truc, Vos, Theo, Walcott, Rebecca, Yazdani, Shafagh, Murray, Christopher J L, Dieleman, Joseph L

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Dimensionality reduction and reduced-order modeling for traveling wave physics von Mendible, Ariana, Brunton, Steven L., Aravkin, Aleksandr Y., Lowrie, Wes, Kutz, J. Nathan

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Health effects associated with smoking: a Burden of Proof study von Dai, Xiaochen, Gil, Gabriela F., Reitsma, Marissa B., Ahmad, Noah S., Anderson, Jason A., Bisignano, Catherine, Carr, Sinclair, Feldman, Rachel, Hay, Simon I., He, Jiawei, Iannucci, Vincent, Lawlor, Hilary R., Malloy, Matthew J., Marczak, Laurie B., McLaughlin, Susan A., Morikawa, Larissa, Mullany, Erin C., Nicholson, Sneha I., O’Connell, Erin M., Okereke, Chukwuma, Sorensen, Reed J. D., Whisnant, Joanna, Aravkin, Aleksandr Y., Zheng, Peng, Murray, Christopher J. L., Gakidou, Emmanuela

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Estimating nuisance parameters in inverse problems von Aravkin, Aleksandr Y, van Leeuwen, Tristan

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Effects of elevated systolic blood pressure on ischemic heart disease: a Burden of Proof study von Razo, Christian, Welgan, Catherine A., Johnson, Catherine O., McLaughlin, Susan A., Iannucci, Vincent, Rodgers, Anthony, Wang, Nelson, LeGrand, Kate E., Sorensen, Reed J. D., He, Jiawei, Zheng, Peng, Aravkin, Aleksandr Y., Hay, Simon I., Murray, Christopher J. L., Roth, Gregory A.

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Level-set methods for convex optimization von Aravkin, Aleksandr Y., Burke, James V., Drusvyatskiy, Dmitry, Friedlander, Michael P., Roy, Scott

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Health effects associated with vegetable consumption: a Burden of Proof study von Stanaway, Jeffrey D., Afshin, Ashkan, Ashbaugh, Charlie, Bisignano, Catherine, Brauer, Michael, Ferrara, Giannina, Garcia, Vanessa, Haile, Demewoz, Hay, Simon I., He, Jiawei, Iannucci, Vincent, Lescinsky, Haley, Mullany, Erin C., Parent, Marie C., Serfes, Audrey L., Sorensen, Reed J. D., Aravkin, Aleksandr Y., Zheng, Peng, Murray, Christopher J. L.

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Reply to: Concerns about the Burden of Proof studies von Aravkin, Aleksandr Y., McLaughlin, Susan A., Zheng, Peng, Lescinsky, Haley, Brauer, Michael, Hay, Simon I., Murray, Christopher J. L.

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The Burden of Proof studies: assessing the evidence of risk von Zheng, Peng, Afshin, Ashkan, Biryukov, Stan, Bisignano, Catherine, Brauer, Michael, Bryazka, Dana, Burkart, Katrin, Cercy, Kelly M., Cornaby, Leslie, Dai, Xiaochen, Dirac, M. Ashworth, Estep, Kara, Fay, Kairsten A., Feldman, Rachel, Ferrari, Alize J., Gakidou, Emmanuela, Gil, Gabriela Fernanda, Griswold, Max, Hay, Simon I., He, Jiawei, Irvine, Caleb M. S., Kassebaum, Nicholas J., LeGrand, Kate E., Lescinsky, Haley, Lim, Stephen S., Lo, Justin, Mullany, Erin C., Ong, Kanyin Liane, Rao, Puja C., Razo, Christian, Reitsma, Marissa B., Roth, Gregory A., Santomauro, Damian F., Sorensen, Reed J. D., Srinivasan, Vinay, Stanaway, Jeffrey D., Vollset, Stein Emil, Vos, Theo, Wang, Nelson, Welgan, Catherine A., Wozniak, Sarah S., Aravkin, Aleksandr Y., Murray, Christopher J. L.

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Burden of Ischemic and Hemorrhagic Stroke Across the US From 1990 to 2019 von Renedo, Daniela, Acosta, Julian N, Leasure, Audrey C, Sharma, Richa, Krumholz, Harlan M, de Havenon, Adam, Alahdab, Fares, Aravkin, Aleksandr Y, Aryan, Zahra, Bärnighausen, Till Winfried, Basu, Sanjay, Burkart, Katrin, Coberly, Kaleb, Criqui, Michael H, Dai, Xiaochen, Desai, Rupak, Dharmaratne, Samath Dhamminda, Doshi, Rajkumar, Elgendy, Islam Y, Feigin, Valery L, Filip, Irina, Gad, Mohamed M, Ghozy, Sherief, Hafezi-Nejad, Nima, Kalani, Rizwan, Karaye, Ibraheem M, Kisa, Adnan, Krishnamoorthy, Vijay, Lo, Warren, Mestrovic, Tomislav, Miller, Ted R, Misganaw, Awoke, Mokdad, Ali H, Murray, Christopher J. L, Natto, Zuhair S, Radfar, Amir, Ram, Pradhum, Roth, Gregory A, Seylani, Allen, Shah, Nilay S, Sharma, Purva, Sheikh, Aziz, Singh, Jasvinder A, Song, Suhang, Sotoudeh, Houman, Vervoort, Dominique, Wang, Cong, Xiao, Hong, Xu, Suowen, Zand, Ramin, Falcone, Guido J, Sheth, Kevin N

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Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks von Abrevaya, Germán, Dumas, Guillaume, Aravkin, Aleksandr Y., Zheng, Peng, Gagnon-Audet, Jean-Christophe, Kozloski, James, Polosecki, Pablo, Lajoie, Guillaume, Cox, David, Dawson, Silvina Ponce, Cecchi, Guillermo, Rish, Irina

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