On Guaranteed Optimal Robust Explanations for NLP Models

Autor: La Malfa, Emanuele, Zbrzezny, Agnieszka, Michelmore, Rhiannon, Paoletti, Nicola, Kwiatkowska, Marta

Publikováno v: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence 2021

We build on abduction-based explanations for ma-chine learning and develop a method for computing local explanations for neural network models in natural language processing (NLP). Our explanations comprise a subset of the words of the in-put text th

Externí odkaz: http://arxiv.org/abs/2105.03640

Contrasting allelic effects for pistachio salinity tolerance in juvenile and mature trees

Autor: Abdollatif Sheikhi, Mohammad M. Arab, Matthew Davis, William J. Palmer, Richard Michelmore, Pat J. Brown

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-5 (2023)

Abstract Breeding perennial tree crops often requires prediction of mature performance from juvenile data. To assess the utility of juvenile screens to predict salinity tolerance of mature pistachio trees, we compared performance of 3-month ungrafted

Externí odkaz: https://doaj.org/article/53327e0cac9f4db79f7899cb8c429335

Leaf cuticular wax composition of a genetically diverse collection of lettuce (Lactuca sativa L.) cultivars evaluated under field conditions

Autor: Wenting Luo, Emmanuel Gonzalez, Ariyan Zarei, Sebastian Calleja, Bruno Rozzi, Jeffrey Demieville, Haiquan Li, Maria-Jose Truco, Dean Lavelle, Richard Michelmore, John M. Dyer, Matthew A. Jenks, Duke Pauli

Publikováno v: Heliyon, Vol 10, Iss 5, Pp e27226- (2024)

Cuticular waxes of plants impart tolerance to many forms of environmental stress and help shed dangerous human pathogens on edible plant parts. Although the chemical composition of waxes on a wide variety of important crops has been described, a deta

Externí odkaz: https://doaj.org/article/ac88d4468cbe463ebdfb3a7fdd0a4548

The Earned Income Tax Credit, Family Complexity, and Children’s Living Arrangements

Autor: MICHELMORE, KATHERINE M., PILKAUSKAS, NATASHA V.

Publikováno v: RSF: The Russell Sage Foundation Journal of the Social Sciences, 2022 Aug 01. 8(5), 143-165.

Externí odkaz: https://www.jstor.org/stable/48680299

Implementation of California COVIDNet – a multi-sector collaboration for statewide SARS-CoV-2 genomic surveillance

Autor: Debra A. Wadford, Nikki Baumrind, Elizabeth F. Baylis, John M. Bell, Ellen L. Bouchard, Megan Crumpler, Eric M. Foote, Sabrina Gilliam, Carol A. Glaser, Jill K. Hacker, Katya Ledin, Sharon L. Messenger, Christina Morales, Emily A. Smith, Joel R. Sevinsky, Russell B. Corbett-Detig, Joseph DeRisi, Kathleen Jacobson, the COVIDNet Consortium, Summer Adams, Phacharee Arunleung, Matthew Bacinskas, Cynthia Bernas, Ricardo Berumen, Brandon Brown, Teal Bullick, Lyndsey Chaille, Alice Chen, Giorgio Cosentino, Yocelyn Cruz, Nick D’Angelo, Mojgan Deldari, Alex Espinosa, Ambar Espinoza, Shiffen Getabecha, Madeleine Glenn, Bianca Gonzaga, Ydelita Gonzales, Melanie Greengard, Hugo Guevara, Kim Hansard, April Hatada, Monica Haw, Thalia Huynh, Chantha Kath, Paul B. Kimsey, Deidra Lemoine, Ruth Lopez, Blanca Molinar, Samantha Munoz, Robert Nakamura, Nichole Osugi, Tasha Padilla, Chao-Yang Pan, Mayuri V. Panditrao, Chris Preas, Will Probert, Alexa Quintana, Maria Uribe-Fuentes, Mayra Ramirez, Clarence Reyes, Estela Saguar, Maria Salas, Ioana Seritan, Brandon Stavig, Hilary Tamnanchit, Serena Ting, Cindy Wong, Chelsea Wright, Shigeo Yagi, Venice Servellita, Alicia Sotomayor-Gonzalez, Charles Y. Chiu, Isabel Bjork, Joshua Kapp, Anouk van den Bout, Ellen Kephart, Mawadda Alnaeeli, Hau-Ling Poon, Scott Topper, Marzieh Shafii, Sara Sowko, Stephanie Trammell, Erik Wolfsohn, Patrick Ayscue, Amy Kistler, Emily Crawford, Cristina Tato, Valeria Arboledaz, Eleazar Eskin, Laila M. Sathe, Jacek Skarbinski, Abigail Duque, Jeffrey Schapiro, Ivy Yeung, Rama Ghatti, Zahra Shajani-Yi, Jacob M. Garrigues, Nicole Green, Peera Hemarajata, Carlos Anaya, Donna Ferguson, Beatrix Kapuszinsky, Favian Ramirez, Felipe Sta Agueda, Julia Wolfe, David Haussler, Marc Perry, Jakob McBroome, Nhi Duong, Deborah Forester, Anthony Gonzalez, Maria J. Victorio, Anna Liza M. Manlutac, Jeremy Corrigan, Nicholas S. Rhoades, Lina Castro, Godfred Masinde, Harmeet Kaur, Monica Paniagua-Alexander, Katrina G. Erwin, Glen Miller, Frances N. Sidhu, Morris Jones, Sangita Kothari, Christopher Ngo, Brandon Bonin, Daniel Castillo, Rensen Khoshabian, Kristian Andersen, Mark Zeller, Lisa Critchett, Carlos Gonzalez, Iryna V. Goraichuk, Rachel Rees, Frank Ambrosio, Curtis J. Kapsak, Kevin G. Libuit, Michelle R. Scribner, Sage M. Wright, Vanessa B. Cadiz, Denise Lopez, Matthew Rosman, Bryan Bach, Stacia Wyman, Charlotte Acharya, Ryan Davis, Richard Michelmore, Melanie Oakes, Suzanne Sandmeyer, Kathy Borkovich, Clay H. Clark, Holly Clark, Brandon Le, Peter De Hoff, Kristen Jepsen, Rob Knight, Louise C. Laurent, Zack Aralis, Carolina Arias, Varuzhan Balasanyan, Mark Duhon, Xinmin Li, Eric Chow, Nicole Leung, Delsy Martinez, Tyler T. Miyasaki, Ashlee Clow, Jared Hoffman, Thomas Rush

Publikováno v: Frontiers in Public Health, Vol 11 (2023)

IntroductionThe SARS-CoV-2 pandemic represented a formidable scientific and technological challenge to public health due to its rapid spread and evolution. To meet these challenges and to characterize the virus over time, the State of California esta

Externí odkaz: https://doaj.org/article/70d4419c72944f60bdbb705c74bc8a0f