Výsledky vyhledávání - "Kramer, Josh"

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Training and inference of large language models using 8-bit floating point

Autor: Perez, Sergio P., Zhang, Yan, Briggs, James, Blake, Charlie, Levy-Kramer, Josh, Balanca, Paul, Luschi, Carlo, Barlow, Stephen, Fitzgibbon, Andrew William

FP8 formats are gaining popularity to boost the computational efficiency for training and inference of large deep learning models. Their main challenge is that a careful choice of scaling is needed to prevent degradation due to the reduced dynamic ra

Externí odkaz: http://arxiv.org/abs/2309.17224

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Biomedical Concept Relatedness -- A large EHR-based benchmark

Autor: Schulz, Claudia, Levy-Kramer, Josh, Van Assel, Camille, Kepes, Miklos, Hammerla, Nils

A promising application of AI to healthcare is the retrieval of information from electronic health records (EHRs), e.g. to aid clinicians in finding relevant information for a consultation or to recruit suitable patients for a study. This requires se

Externí odkaz: http://arxiv.org/abs/2010.16218

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Real-Time Community Detection in Large Social Networks on a Laptop

Autor: Chamberlain, Benjamin Paul, Levy-Kramer, Josh, Humby, Clive, Deisenroth, Marc Peter

For a broad range of research, governmental and commercial applications it is important to understand the allegiances, communities and structure of key players in society. One promising direction towards extracting this information is to exploit the

Externí odkaz: http://arxiv.org/abs/1601.03958

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Anti-V2 antibodies virus vulnerability revealed by envelope V1 deletion in HIV vaccine candidates

Autor: Silva de Castro, Isabela, Gorini, Giacomo, Mason, Rosemarie, Gorman, Jason, Bissa, Massimiliano, Rahman, Mohammad A., Arakelyan, Anush, Kalisz, Irene, Whitney, Stephen, Becerra-Flores, Manuel, Ni, Eric, Peachman, Kristina, Trinh, Hung V., Read, Michael, Liu, Mei-Hue, Van Ryk, Donald, Paquin-Proulx, Dominic, Shubin, Zhanna, Tuyishime, Marina, Peele, Jennifer, Ahmadi, Mohammed S., Verardi, Raffaello, Hill, Juliane, Beddall, Margaret, Nguyen, Richard, Stamos, James D., Fujikawa, Dai, Min, Susie, Schifanella, Luca, Vaccari, Monica, Galli, Veronica, Doster, Melvin N., Liyanage, Namal P.M., Sarkis, Sarkis, Caccuri, Francesca, LaBranche, Celia, Montefiori, David C., Tomaras, Georgia D., Shen, Xiaoying, Rosati, Margherita, Felber, Barbara K., Pavlakis, George N., Venzon, David J., Magnanelli, William, Breed, Matthew, Kramer, Josh, Keele, Brandon F., Eller, Michael A., Cicala, Claudia, Arthos, James, Ferrari, Guido, Margolis, Leonid, Robert-Guroff, Marjorie, Kwong, Peter D., Roederer, Mario, Rao, Mangala, Cardozo, Timothy J., Franchini, Genoveffa

Publikováno v: In iScience 19 February 2021 24(2)

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Projection-Forcing Multisets of Weight Changes

Autor: Kramer, Josh Brown, Sabalka, Lucas

Publikováno v: Journal of Combinatorial Theory, Series A, 117(8): 1136-1142, 2010

Let $F$ be a finite field. A multiset $S$ of integers is projection-forcing if for every linear function $\phi : F^n \to F^m$ whose multiset of weight changes is $S$, $\phi$ is a coordinate projection up to permutation and scaling of entries. The Mac

Externí odkaz: http://arxiv.org/abs/0903.4237

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