Zobrazeno 1 - 10
of 2 896
pro vyhledávání: '"RICHARDS, A. E."'
Over the past decade, the machine learning security community has developed a myriad of defenses for evasion attacks. An understudied question in that community is: for whom do these defenses defend? This work considers common approaches to defending
Externí odkaz:
http://arxiv.org/abs/2302.08973
The quantification of uncertainty is important for the adoption of machine learning, especially to reject out-of-distribution (OOD) data back to human experts for review. Yet progress has been slow, as a balance must be struck between computational e
Externí odkaz:
http://arxiv.org/abs/2209.03148
Autor:
Eren, Maksim E., Richards, Luke E., Bhattarai, Manish, Yus, Roberto, Nicholas, Charles, Alexandrov, Boian S.
Non-negative matrix factorization (NMF) with missing-value completion is a well-known effective Collaborative Filtering (CF) method used to provide personalized user recommendations. However, traditional CF relies on the privacy-invasive collection o
Externí odkaz:
http://arxiv.org/abs/2205.02359
Autor:
Rossom, Rebecca C., Crain, A. Lauren, Bart, Gavin, Richards, Julie E., Boggs, Jennifer M., O'Connor, Patrick J., Borgert-Spaniol, Caitlin, Kane, Sheryl, Hooker, Stephanie A.
Publikováno v:
In AJPM Focus December 2024 3(6)
Autor:
Richards, Nathan E., Ailsworth, Samuel M., Workman, Lisa J., Bortz, Pamela Schoppee, Patel, Jaimin, MacCallum, Matthew, Canderan, Glenda, Murphy, Deborah, Muehling, Lyndsey M., McGowan, Emily C., Woodfolk, Judith A., Kadl, Alexandra, Platts-Mills, Thomas A.E., Wilson, Jeffrey M.
Publikováno v:
In The Journal of Allergy and Clinical Immunology: In Practice October 2024 12(10):2817-2825
Autor:
Rochelmeyer, Ellen, Murphy, Brett P., Levick, Shaun R., Stobo-Wilson, Alyson M., Richards, Anna E.
Publikováno v:
In Forest Ecology and Management 1 February 2025 577
Autor:
Garwood Tyler J., Richards Jessie E., Macchietto Marissa G., Gerhold Richard W., Kania Stephen A., Garbe John R., Fountain-Jones Nicholas M., Larsen Peter A., Wolf Tiffany M.
Publikováno v:
Journal of Nematology, Vol 56, Iss 1, Pp 2114-2120 (2024)
Parelaphostrongylus tenuis causes ungulate morbidity and mortality in eastern and central North America, but no reference genome sequence exists to facilitate research. Here, we present a P. tenuis genome assembly and annotation, generated with PacBi
Externí odkaz:
https://doaj.org/article/071c3d1dad484735817e199700bbff71
Digital twins can transform agricultural production systems and supply chains, curbing greenhouse gas emissions, food waste and malnutrition. However, the potential of these advanced virtualization technologies is yet to be realized. Here, we conside
Externí odkaz:
http://arxiv.org/abs/2202.07455
Autor:
Kebe, Gaoussou Youssouf, Richards, Luke E., Raff, Edward, Ferraro, Francis, Matuszek, Cynthia
Learning to understand grounded language, which connects natural language to percepts, is a critical research area. Prior work in grounded language acquisition has focused primarily on textual inputs. In this work we demonstrate the feasibility of pe
Externí odkaz:
http://arxiv.org/abs/2112.13758
Autor:
Richards, Luke E., Nguyen, André, Capps, Ryan, Forsythe, Steven, Matuszek, Cynthia, Raff, Edward
The ability to transfer adversarial attacks from one model (the surrogate) to another model (the victim) has been an issue of concern within the machine learning (ML) community. The ability to successfully evade unseen models represents an uncomforta
Externí odkaz:
http://arxiv.org/abs/2109.11125