Zobrazeno 1 - 10
of 3 060
pro vyhledávání: '"P. Pouliot"'
We propose a variant of the Shapley value, the group Shapley value, to interpret counterfactual simulations in structural economic models by quantifying the importance of different components. Our framework compares two sets of parameters, partitione
Externí odkaz:
http://arxiv.org/abs/2410.06875
Autor:
Munoz, Gary D. Lopez, Minnich, Amanda J., Lutz, Roman, Lundeen, Richard, Dheekonda, Raja Sekhar Rao, Chikanov, Nina, Jagdagdorj, Bolor-Erdene, Pouliot, Martin, Chawla, Shiven, Maxwell, Whitney, Bullwinkel, Blake, Pratt, Katherine, de Gruyter, Joris, Siska, Charlotte, Bryan, Pete, Westerhoff, Tori, Kawaguchi, Chang, Seifert, Christian, Kumar, Ram Shankar Siva, Zunger, Yonatan
Generative Artificial Intelligence (GenAI) is becoming ubiquitous in our daily lives. The increase in computational power and data availability has led to a proliferation of both single- and multi-modal models. As the GenAI ecosystem matures, the nee
Externí odkaz:
http://arxiv.org/abs/2410.02828
Autor:
Arodi, Akshatha, Luck, Margaux, Bedwani, Jean-Luc, Zaimi, Aldo, Li, Ge, Pouliot, Nicolas, Beaudry, Julien, Caron, Gaétan Marceau
Machine learning models are increasingly being deployed in real-world contexts. However, systematic studies on their transferability to specific and critical applications are underrepresented in the research literature. An important example is visual
Externí odkaz:
http://arxiv.org/abs/2409.20353
Autor:
Haider, Emman, Perez-Becker, Daniel, Portet, Thomas, Madan, Piyush, Garg, Amit, Ashfaq, Atabak, Majercak, David, Wen, Wen, Kim, Dongwoo, Yang, Ziyi, Zhang, Jianwen, Sharma, Hiteshi, Bullwinkel, Blake, Pouliot, Martin, Minnich, Amanda, Chawla, Shiven, Herrera, Solianna, Warreth, Shahed, Engler, Maggie, Lopez, Gary, Chikanov, Nina, Dheekonda, Raja Sekhar Rao, Jagdagdorj, Bolor-Erdene, Lutz, Roman, Lundeen, Richard, Westerhoff, Tori, Bryan, Pete, Seifert, Christian, Kumar, Ram Shankar Siva, Berkley, Andrew, Kessler, Alex
Recent innovations in language model training have demonstrated that it is possible to create highly performant models that are small enough to run on a smartphone. As these models are deployed in an increasing number of domains, it is critical to en
Externí odkaz:
http://arxiv.org/abs/2407.13833
Autor:
Maxence Larose, Louis Archambault, Nawar Touma, Raphaël Brodeur, Félix Desroches, Nicolas Raymond, Daphnée Bédard-Tremblay, Danahé LeBlanc, Fatemeh Rasekh, Hélène Hovington, Bertrand Neveu, Martin Vallières, Frédéric Pouliot
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-23 (2024)
Abstract We propose a fully automatic multi-task Bayesian model, named Bayesian Sequential Network (BSN), for predicting high-grade (Gleason $$\ge$$ ≥ 8) prostate cancer (PCa) prognosis using pre-prostatectomy FDG-PET/CT images and clinical data. B
Externí odkaz:
https://doaj.org/article/d3b12205a11b4795ac2e70f71356672b
Autor:
D. C. Wong, J. Willison, J. E. Pleim, G. Sarwar, J. Beidler, R. Bullock, J. A. Herwehe, R. Gilliam, D. Kang, C. Hogrefe, G. Pouliot, H. Foroutan
Publikováno v:
Geoscientific Model Development, Vol 17, Pp 7855-7866 (2024)
The Community Multiscale Air Quality (CMAQ) model has been used for regulatory purposes at the U.S. EPA and in the research community for decades. In 2012, we released the Weather Research and Forecasting (WRF)-CMAQ coupled model that enables aerosol
Externí odkaz:
https://doaj.org/article/cc35cf26afbb47ffb78810ee7e4d7089
Publikováno v:
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLVIII-M-4-2024, Pp 1-7 (2024)
Remote Sensing-based change detection (CD) focuses on the identification of Earth's surface transformations through analysis of multi-temporal satellite images captured for the same geographic region at different points in time. Two common classifica
Externí odkaz:
https://doaj.org/article/213345f2788443a6856d23e5bd3fc01f
Autor:
Changsu Lawrence Park, Feras Ayman Moria, Sunita Ghosh, Lori Wood, Georg A. Bjarnason, Bimal Bhindi, Daniel Yick Chin Heng, Vincent Castonguay, Frederic Pouliot, Christian K. Kollmannsberger, Dominick Bosse, Naveen S. Basappa, Antonio Finelli, Nazanin Fallah-rad, Rodney H. Breau, Aly-Khan A. Lalani, Simon Tanguay, Jeffrey Graham, Ramy R. Saleh
Publikováno v:
Current Oncology, Vol 31, Iss 8, Pp 4704-4712 (2024)
Immunotherapy-based systemic treatment (ST) is the standard of care for most patients diagnosed with metastatic renal cell carcinoma (mRCC). Cytoreductive nephrectomy (CN) has historically shown benefit for select patients with mRCC, but its role and
Externí odkaz:
https://doaj.org/article/a3dcd2b35cca4280bfb0bb15774ac56f
Autor:
Brooke Rhead, David M. Hein, Yannick Pouliot, Justin Guinney, Francisco M. De La Vega, Nina N. Sanford
Publikováno v:
Genome Medicine, Vol 16, Iss 1, Pp 1-17 (2024)
Abstract Background There are known disparities in incidence and outcomes of colorectal cancer (CRC) by race and ethnicity. Some of these disparities may be mediated by molecular changes in tumors that occur at different rates across populations. Gen
Externí odkaz:
https://doaj.org/article/3cfcd8c860064e2684c9d19ea02cf116
Publikováno v:
Journal of Dairy Science, Vol 107, Iss 7, Pp 4235-4247 (2024)
ABSTRACT: Buttermilk differs from skim milk by the presence of milk fat globule membrane (MFGM) fragments that are released during cream churning. Milk fat globule membrane is rich in health-promoting components, such as phospholipids and membrane pr
Externí odkaz:
https://doaj.org/article/bc130f2d17d6494f882500eb0ceb1391