Flexible Fairness-Aware Learning via Inverse Conditional Permutation

Authors: Lai, Yuheng, Guan, Leying

Subject Terms: Statistics - Machine Learning, Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.05678

Gradient flows for empirical Bayes in high-dimensional linear models

Authors: Fan, Zhou, Guan, Leying, Shen, Yandi, Wu, Yihong

Subject Terms: Mathematics - Statistics Theory, Statistics - Methodology

Access URL: http://arxiv.org/abs/2312.12708

A conformal test of linear models via permutation-augmented regressions

Authors: Guan, Leying

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2309.05482

GAN-based Vertical Federated Learning for Label Protection in Binary Classification

Authors: Han, Yujin, Guan, Leying

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.02245

Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection

Authors: Han, Yujin, Xu, Mingwenchan, Guan, Leying

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.02237

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Biochemical characterization of a novel C-terminally truncated β-galactosidase from Paenibacillus antarcticus with high transglycosylation activity

Authors: Li, Jing, Wang, Jianyu, Yan, Qiaojuan ^*, Guan, Leying, Yang, Shaoqing, Jiang, Zhengqiang ^*

Source: In Journal of Dairy Science December 2024 107(12):10141-10152

$\ell_1$-norm constrained multi-block sparse canonical correlation analysis via proximal gradient descent

Authors: Guan, Leying

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2201.05289

Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction

Authors: Guan, Leying

Subject Terms: Mathematics - Statistics Theory, Statistics - Methodology

Access URL: http://arxiv.org/abs/2106.08460

A comprehensive review on hemocyanin from marine products: Structure, functions, its implications for the food industry and beyond

Authors: Ji, Ruiyang, Guan, Leying, Hu, Ziyan, Cheng, Yishen, Cai, Meng, Zhao, Guanghua, Zang, Jiachen

Source: In International Journal of Biological Macromolecules June 2024 269 Part 1

Smooth and probabilistic PARAFAC model with auxiliary covariates

Authors: Guan, Leying

Subject Terms: Statistics - Methodology, Statistics - Applications

Access URL: http://arxiv.org/abs/2104.05184

A multi-omics systems vaccinology resource to develop and test computational models of immunity

Authors: Shinde, Pramod, Soldevila, Ferran, Reyna, Joaquin, Aoki, Minori, Rasmussen, Mikkel, Willemsen, Lisa, Kojima, Mari, Ha, Brendan, Greenbaum, Jason A., Overton, James A., Guzman-Orozco, Hector, Nili, Somayeh, Orfield, Shelby, Gygi, Jeremy P., da Silva Antunes, Ricardo, Sette, Alessandro, Grant, Barry, Olsen, Lars Rønn, Konstorum, Anna, Guan, Leying, Ay, Ferhat, Kleinstein, Steven H., Peters, Bjoern

Source: In Cell Reports Methods 25 March 2024 4(3)

Early cellular and molecular signatures correlate with severity of West Nile virus infection

Authors: Lee, Ho-Joon ^{1, 15}, Zhao, Yujiao ^{2, 15}, Fleming, Ira ^{3, 4, 5, 15}, Mehta, Sameet ¹, Wang, Xiaomei ², Wyk, Brent Vander ², Ronca, Shannon E. ⁶, Kang, Heather ⁴, Chou, Chih-Hung ⁴, Fatou, Benoit ⁷, Smolen, Kinga K. ⁷, Levy, Ofer ⁸, Clish, Clary B. ⁴, Xavier, Ramnik J. ^{4, 9, 10}, Steen, Hanno ⁶, Hafler, David A. ¹¹, Love, J. Christopher ^{3, 4, 5}, Shalek, Alex K. ^{3, 4, 5}, Guan, Leying ¹², Murray, Kristy O. ⁶, Kleinstein, Steven H. ^{13, 14}, Montgomery, Ruth R. ^{2, 16, ∗}

Source: In iScience 15 December 2023 26(12)

Conformal prediction with localization

Authors: Guan, Leying

Subject Terms: Mathematics - Statistics Theory, Statistics - Methodology

Access URL: http://arxiv.org/abs/1908.08558

Prediction and outlier detection in classification problems

Authors: Guan, Leying, Tibshirani, Rob

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory, Statistics - Applications, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1905.04396

Detecting strong signals in gene perturbation experiments: An adaptive approach with power guarantee and FDR control

Authors: Guan, Leying, Chen, Xi, Wong, Wing Hung

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1807.06776

Post model-fitting exploration via a 'Next-Door' analysis

Authors: Guan, Leying, Tibshirani, Robert

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1806.01326

Smooth and Probabilistic PARAFAC Model with Auxiliary Covariates.

Authors: Guan, Leying¹, leying.guan@yale.edu

Source: Journal of Computational & Graphical Statistics; Apr-Jun2024, Vol. 33 Issue 2, p538-550, 13p

Test Error Estimation after Model Selection Using Validation Error

Authors: Guan, Leying

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1801.02817

Phenotypes of disease severity in a cohort of hospitalized COVID-19 patients: Results from the IMPACC study

Authors: Ozonoff, Al, Schaenman, Joanna, Jayavelu, Naresh Doni, Milliren, Carly E., Calfee, Carolyn S., Cairns, Charles B., Kraft, Monica, Baden, Lindsey R., Shaw, Albert C., Krammer, Florian, van Bakel, Harm, Esserman, Denise A., Liu, Shanshan, Sesma, Ana Fernandez, Simon, Viviana, Hafler, David A., Montgomery, Ruth R., Kleinstein, Steven H., Levy, Ofer, Bime, Chris, Haddad, Elias K., Erle, David J., Pulendran, Bali, Nadeau, Kari C., Davis, Mark M, Hough, Catherine L., Messer, William B., Higuita, Nelson I. Agudelo, Metcalf, Jordan P., Atkinson, Mark A., Brakenridge, Scott C., Corry, David, Kheradmand, Farrah, Ehrlich, Lauren I.R., Melamed, Esther, McComsey, Grace A., Sekaly, Rafick, Diray-Arce, Joann, Peters, Bjoern, Augustine, Alison D., Reed, Elaine F., McEnaney, Kerry, Barton, Brenda, Lentucci, Claudia, Saluvan, Mehmet, Chang, Ana C., Hoch, Annmarie, Albert, Marisa, Shaheen, Tanzia, Kho, Alvin T., Thomas, Sanya, Chen, Jing, Murphy, Maimouna D., Cooney, Mitchell, Presnell, Scott, Fragiadakis, Gabriela K., Patel, Ravi, Guan, Leying, Gygi, Jeremy, Pawar, Shrikant, Brito, Anderson, Khalil, Zain, Maguire, Cole, Fourati, Slim, Overton, James A., Vita, Randi, Westendorf, Kerstin, Salehi-Rad, Ramin, Leligdowicz, Aleksandra, Matthay, Michael A., Singer, Jonathan P., Kangelaris, Kirsten N., Hendrickson, Carolyn M., Krummel, Matthew F., Langelier, Charles R., Woodruff, Prescott G., Powell, Debra L., Kim, James N., Simmons, Brent, Goonewardene, I. Michael, Smith, Cecilia M., Martens, Mark, Mosier, Jarrod, Kimura, Hiroki, Sherman, Amy C., Walsh, Stephen R., Issa, Nicolas C., Dela Cruz, Charles, Farhadian, Shelli, Iwasaki, Akiko, Ko, Albert I., Chinthrajah, Sharon, Ahuja, Neera, Rogers, Angela J., Artandi, Maja, Siegel, Sarah A.R., Lu, Zhengchun, Drevets, Douglas A., Brown, Brent R., Anderson, Matthew L., Guirgis, Faheem W., Thyagarajan, Rama V., Rousseau, Justin F., Wylie, Dennis, Busch, Johanna, Gandhi, Saurin, Triplett, Todd A., Yendewa, George, Giddings, Olivia, Anderson, Evan J., Mehta, Aneesh K., Sevransky, Jonathan E., Khor, Bernard, Rahman, Adeeb, Stadlbauer, Daniel, Dutta, Jayeeta, Xie, Hui, Kim-Schulze, Seunghee, Gonzalez-Reiche, Ana Silvia, van de Guchte, Adriana, Farrugia, Keith, Khan, Zenab, Maecker, Holden T., Elashoff, David, Brook, Jenny, Ramires-Sanchez, Estefania, Llamas, Megan, Rivera, Adreanne, Perdomo, Claudia, Ward, Dawn C., Magyar, Clara E., Fulcher, Jennifer A., Abe-Jones, Yumiko, Asthana, Saurabh, Beagle, Alexander, Bhide, Sharvari, Carrillo, Sidney A., Chak, Suzanna, Ghale, Rajani, Gonzalez, Ana, Jauregui, Alejandra, Jones, Norman, Lea, Tasha, Lee, Deanna, Lota, Raphael, Milush, Jeff, Nguyen, Viet, Pierce, Logan, Prasad, Priya A., Rao, Arjun, Samad, Bushra, Shaw, Cole, Sigman, Austin, Sinha, Pratik, Ward, Alyssa, Willmore, Andrew, Zhan, Jenny, Rashid, Sadeed, Rodriguez, Nicklaus, Tang, Kevin, Altamirano, Luz Torres, Betancourt, Legna, Curiel, Cindy, Sutter, Nicole, Paz, Maria Tercero, Tietje-Ulrich, Gayelan, Leroux, Carolyn, Connors, Jennifer, Bernui, Mariana, Kutzler, Michel A., Edwards, Carolyn, Lee, Edward, Lin, Edward, Croen, Brett, Semenza, Nicholas C., Rogowski, Brandon, Melnyk, Nataliya, Woloszczuk, Kyra, Cusimano, Gina, Bell, Mathew R., Furukawa, Sara, McLin, Renee, Marrero, Pamela, Sheidy, Julie, Tegos, George P., Nagle, Crystal, Mege, Nathan, Ulring, Kristen, Seyfert-Margolis, Vicki, Conway, Michelle, Francisco, Dave, Molzahn, Allyson, Erickson, Heidi, Wilson, Connie Cathleen, Schunk, Ron, Sierra, Bianca, Hughes, Trina, Smolen, Kinga, Desjardins, Michael, van Haren, Simon, Mitre, Xhoi, Cauley, Jessica, Li, Xiaofang, Tong, Alexandra, Evans, Bethany, Montesano, Christina, Licona, Jose Humberto, Krauss, Jonathan, Chang, Jun Bai Park, Izaguirre, Natalie, Chaudhary, Omkar, Coppi, Andreas, Fournier, John, Mohanty, Subhasis, Muenker, M. Catherine, Nelson, Allison, Raddassi, Khadir, Rainone, Michael, Ruff, William E., Salahuddin, Syim, Schulz, Wade L., Vijayakumar, Pavithra, Wang, Haowei, Wunder Jr., Elsio, Young, H. Patrick, Zhao, Yujiao, Saksena, Miti, Altman, Deena, Kojic, Erna, Srivastava, Komal, Eaker, Lily Q., Bermúdez-González, Maria C., Beach, Katherine F., Sominsky, Levy A., Azad, Arman R., Carreño, Juan Manuel, Singh, Gagandeep, Raskin, Ariel, Tcheou, Johnstone, Bielak, Dominika, Kawabata, Hisaaki, Mulder, Lubbertus CF, Kleiner, Giulio, Lee, Alexandra S., Do, Evan Do, Fernandes, Andrea, Manohar, Monali, Hagan, Thomas, Blish, Catherine A., Din, Hena Naz, Roque, Jonasel, Yang, Samuel, Brunton, Amanda, Sullivan, Peter E., Strnad, Matthew, Lyski, Zoe L., Coulter, Felicity J., Booth, J. Leland, Sinko, Lauren A., Moldawer, Lyle L., Borresen, Brittany, Roth-Manning, Brittney, Song, Li-Zhen, Nelson, Ebony, Lewis-Smith, Megan, Smith, Jacob, Tipan, Pablo Guaman, Siles, Nadia, Bazzi, Sam, Geltman, Janelle, Hurley, Kerin, Gabriele, Gio, Sieg, Scott, Vaysman, Tatyana, Bristow, Laurel, Hussaini, Laila, Hellmeister, Kieffer, Samaha, Hady, Cheng, Andrew, Spainhour, Christine, Scherer, Erin M., Johnson, Brandi, Bechnak, Amer, Ciric, Caroline R., Hewitt, Lauren, Carter, Erin, Mcnair, Nina, Panganiban, Bernadine, Huerta, Christopher, Usher, Jacob, Ribeiro, Susan Pereira, Altman, Matthew C., Becker, Patrice M., Rouphael, Nadine, Bime, Christian, Davis, Mark M.

Source: In eBioMedicine September 2022 83