Leakage and the reproducibility crisis in machine-learning-based science

por Kapoor, Sayash, Narayanan, Arvind
Publicado 2023

Privacy, Ethics, and Data Access: A Case Study of the Fragile Families Challenge

por Lundberg, Ian, Narayanan, Arvind, Levy, Karen, Salganik, Matthew J.
Publicado 2019

Prolonged resuscitation of metabolic acidosis after trauma is associated with more complications

por Weinberg, Douglas S., Narayanan, Arvind S., Moore, Timothy A., Vallier, Heather A.
Publicado 2015

The limitations of machine learning models for predicting scientific replicability

por Crockett, M. J., Bai, Xuechunzi, Kapoor, Sayash, Messeri, Lisa, Narayanan, Arvind
Publicado 2023

Are immediate postoperative X-Rays valuable in evaluating complications of primary total hip arthroplasty?

por Brown, Matthew L., Michel, David, Narayanan, Arvind, McCauley, Julie C., Bugbee, William D.
Publicado 2022

Redefining Genomic Privacy: Trust and Empowerment

por Erlich, Yaniv, Williams, James B., Glazer, David, Yocum, Kenneth, Farahany, Nita, Olson, Maynard, Narayanan, Arvind, Stein, Lincoln D., Witkowski, Jan A., Kain, Robert C.
Publicado 2014

Ten simple rules for responsible big data research

por Zook, Matthew, Barocas, Solon, boyd, danah, Crawford, Kate, Keller, Emily, Gangadharan, Seeta Peña, Goodman, Alyssa, Hollander, Rachelle, Koenig, Barbara A., Metcalf, Jacob, Narayanan, Arvind, Nelson, Alondra, Pasquale, Frank
Publicado 2017

Measuring the predictability of life outcomes with a scientific mass collaboration

por Salganik, Matthew J., Lundberg, Ian, Kindel, Alexander T., Ahearn, Caitlin E., Al-Ghoneim, Khaled, Almaatouq, Abdullah, Altschul, Drew M., Brand, Jennie E., Carnegie, Nicole Bohme, Compton, Ryan James, Datta, Debanjan, Davidson, Thomas, Filippova, Anna, Gilroy, Connor, Goode, Brian J., Jahani, Eaman, Kashyap, Ridhi, Kirchner, Antje, McKay, Stephen, Morgan, Allison C., Pentland, Alex, Polimis, Kivan, Raes, Louis, Rigobon, Daniel E., Roberts, Claudia V., Stanescu, Diana M., Suhara, Yoshihiko, Usmani, Adaner, Wang, Erik H., Adem, Muna, Alhajri, Abdulla, AlShebli, Bedoor, Amin, Redwane, Amos, Ryan B., Argyle, Lisa P., Baer-Bositis, Livia, Büchi, Moritz, Chung, Bo-Ryehn, Eggert, William, Faletto, Gregory, Fan, Zhilin, Freese, Jeremy, Gadgil, Tejomay, Gagné, Josh, Gao, Yue, Halpern-Manners, Andrew, Hashim, Sonia P., Hausen, Sonia, He, Guanhua, Higuera, Kimberly, Hogan, Bernie, Horwitz, Ilana M., Hummel, Lisa M., Jain, Naman, Jin, Kun, Jurgens, David, Kaminski, Patrick, Karapetyan, Areg, Kim, E. H., Leizman, Ben, Liu, Naijia, Möser, Malte, Mack, Andrew E., Mahajan, Mayank, Mandell, Noah, Marahrens, Helge, Mercado-Garcia, Diana, Mocz, Viola, Mueller-Gastell, Katariina, Musse, Ahmed, Niu, Qiankun, Nowak, William, Omidvar, Hamidreza, Or, Andrew, Ouyang, Karen, Pinto, Katy M., Porter, Ethan, Porter, Kristin E., Qian, Crystal, Rauf, Tamkinat, Sargsyan, Anahit, Schaffner, Thomas, Schnabel, Landon, Schonfeld, Bryan, Sender, Ben, Tang, Jonathan D., Tsurkov, Emma, van Loon, Austin, Varol, Onur, Wang, Xiafei, Wang, Zhi, Wang, Julia, Wang, Flora, Weissman, Samantha, Whitaker, Kirstie, Wolters, Maria K., Woon, Wei Lee, Wu, James, Wu, Catherine, Yang, Kengran, Yin, Jingwen, Zhao, Bingyu, Zhu, Chenyun, Brooks-Gunn, Jeanne, Engelhardt, Barbara E., Hardt, Moritz, Knox, Dean, Levy, Karen, Narayanan, Arvind, Stewart, Brandon M., Watts, Duncan J., McLanahan, Sara
Publicado 2020