Zobrazeno 1 - 10
of 63
pro vyhledávání: '"CARRIER, PIERRE"'
Autor:
AI4Science, Mila, Hernandez-Garcia, Alex, Duval, Alexandre, Volokhova, Alexandra, Bengio, Yoshua, Sharma, Divya, Carrier, Pierre Luc, Benabed, Yasmine, Koziarski, Michał, Schmidt, Victor
Accelerating material discovery holds the potential to greatly help mitigate the climate crisis. Discovering new solid-state materials such as electrocatalysts, super-ionic conductors or photovoltaic materials can have a crucial impact, for instance,
Externí odkaz:
http://arxiv.org/abs/2310.04925
Autor:
Gupta, Prateek, Maharaj, Tegan, Weiss, Martin, Rahaman, Nasim, Alsdurf, Hannah, Sharma, Abhinav, Minoyan, Nanor, Harnois-Leblanc, Soren, Schmidt, Victor, Charles, Pierre-Luc St., Deleu, Tristan, Williams, Andrew, Patel, Akshay, Qu, Meng, Bilaniuk, Olexa, Caron, Gaétan Marceau, Carrier, Pierre Luc, Ortiz-Gagné, Satya, Rousseau, Marc-Andre, Buckeridge, David, Ghosn, Joumana, Zhang, Yang, Schölkopf, Bernhard, Tang, Jian, Rish, Irina, Pal, Christopher, Merckx, Joanna, Muller, Eilif B., Bengio, Yoshua
The rapid global spread of COVID-19 has led to an unprecedented demand for effective methods to mitigate the spread of the disease, and various digital contact tracing (DCT) methods have emerged as a component of the solution. In order to make inform
Externí odkaz:
http://arxiv.org/abs/2010.16004
Autor:
Bengio, Yoshua, Gupta, Prateek, Maharaj, Tegan, Rahaman, Nasim, Weiss, Martin, Deleu, Tristan, Muller, Eilif, Qu, Meng, Schmidt, Victor, St-Charles, Pierre-Luc, Alsdurf, Hannah, Bilanuik, Olexa, Buckeridge, David, Caron, Gáetan Marceau, Carrier, Pierre-Luc, Ghosn, Joumana, Ortiz-Gagne, Satya, Pal, Chris, Rish, Irina, Schölkopf, Bernhard, Sharma, Abhinav, Tang, Jian, Williams, Andrew
The COVID-19 pandemic has spread rapidly worldwide, overwhelming manual contact tracing in many countries and resulting in widespread lockdowns for emergency containment. Large-scale digital contact tracing (DCT) has emerged as a potential solution t
Externí odkaz:
http://arxiv.org/abs/2010.12536
Autor:
Romero, Adriana, Carrier, Pierre Luc, Erraqabi, Akram, Sylvain, Tristan, Auvolat, Alex, Dejoie, Etienne, Legault, Marc-André, Dubé, Marie-Pierre, Hussin, Julie G., Bengio, Yoshua
Publikováno v:
ICLR 2017
Learning tasks such as those involving genomic data often poses a serious challenge: the number of input features can be orders of magnitude larger than the number of training examples, making it difficult to avoid overfitting, even when using the kn
Externí odkaz:
http://arxiv.org/abs/1611.09340
Autor:
The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume, Almahairi, Amjad, Angermueller, Christof, Bahdanau, Dzmitry, Ballas, Nicolas, Bastien, Frédéric, Bayer, Justin, Belikov, Anatoly, Belopolsky, Alexander, Bengio, Yoshua, Bergeron, Arnaud, Bergstra, James, Bisson, Valentin, Snyder, Josh Bleecher, Bouchard, Nicolas, Boulanger-Lewandowski, Nicolas, Bouthillier, Xavier, de Brébisson, Alexandre, Breuleux, Olivier, Carrier, Pierre-Luc, Cho, Kyunghyun, Chorowski, Jan, Christiano, Paul, Cooijmans, Tim, Côté, Marc-Alexandre, Côté, Myriam, Courville, Aaron, Dauphin, Yann N., Delalleau, Olivier, Demouth, Julien, Desjardins, Guillaume, Dieleman, Sander, Dinh, Laurent, Ducoffe, Mélanie, Dumoulin, Vincent, Kahou, Samira Ebrahimi, Erhan, Dumitru, Fan, Ziye, Firat, Orhan, Germain, Mathieu, Glorot, Xavier, Goodfellow, Ian, Graham, Matt, Gulcehre, Caglar, Hamel, Philippe, Harlouchet, Iban, Heng, Jean-Philippe, Hidasi, Balázs, Honari, Sina, Jain, Arjun, Jean, Sébastien, Jia, Kai, Korobov, Mikhail, Kulkarni, Vivek, Lamb, Alex, Lamblin, Pascal, Larsen, Eric, Laurent, César, Lee, Sean, Lefrancois, Simon, Lemieux, Simon, Léonard, Nicholas, Lin, Zhouhan, Livezey, Jesse A., Lorenz, Cory, Lowin, Jeremiah, Ma, Qianli, Manzagol, Pierre-Antoine, Mastropietro, Olivier, McGibbon, Robert T., Memisevic, Roland, van Merriënboer, Bart, Michalski, Vincent, Mirza, Mehdi, Orlandi, Alberto, Pal, Christopher, Pascanu, Razvan, Pezeshki, Mohammad, Raffel, Colin, Renshaw, Daniel, Rocklin, Matthew, Romero, Adriana, Roth, Markus, Sadowski, Peter, Salvatier, John, Savard, François, Schlüter, Jan, Schulman, John, Schwartz, Gabriel, Serban, Iulian Vlad, Serdyuk, Dmitriy, Shabanian, Samira, Simon, Étienne, Spieckermann, Sigurd, Subramanyam, S. Ramana, Sygnowski, Jakub, Tanguay, Jérémie, van Tulder, Gijs, Turian, Joseph, Urban, Sebastian, Vincent, Pascal, Visin, Francesco, de Vries, Harm, Warde-Farley, David, Webb, Dustin J., Willson, Matthew, Xu, Kelvin, Xue, Lijun, Yao, Li, Zhang, Saizheng, Zhang, Ying
Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has been one of the most used CPU and GPU mathematical compilers - especially
Externí odkaz:
http://arxiv.org/abs/1605.02688
Autor:
Goodfellow, Ian J., Erhan, Dumitru, Carrier, Pierre Luc, Courville, Aaron, Mirza, Mehdi, Hamner, Ben, Cukierski, Will, Tang, Yichuan, Thaler, David, Lee, Dong-Hyun, Zhou, Yingbo, Ramaiah, Chetan, Feng, Fangxiang, Li, Ruifan, Wang, Xiaojie, Athanasakis, Dimitris, Shawe-Taylor, John, Milakov, Maxim, Park, John, Ionescu, Radu, Popescu, Marius, Grozea, Cristian, Bergstra, James, Xie, Jingjing, Romaszko, Lukasz, Xu, Bing, Chuang, Zhang, Bengio, Yoshua
The ICML 2013 Workshop on Challenges in Representation Learning focused on three challenges: the black box learning challenge, the facial expression recognition challenge, and the multimodal learning challenge. We describe the datasets created for th
Externí odkaz:
http://arxiv.org/abs/1307.0414
We apply the spike-and-slab Restricted Boltzmann Machine (ssRBM) to texture modeling. The ssRBM with tiled-convolution weight sharing (TssRBM) achieves or surpasses the state-of-the-art on texture synthesis and inpainting by parametric models. We als
Externí odkaz:
http://arxiv.org/abs/1211.5687
Inhomogeneous dynamical mean-field theory has been employed to solve many interesting strongly interacting problems from transport in multilayered devices to the properties of ultracold atoms in a trap. The main computational step, especially for lar
Externí odkaz:
http://arxiv.org/abs/1102.3137
Autor:
Carrier, Pierre
Several models of oxygenated and hydrogenated surfaces of Si quantum wells and Si nanocrystals of variable shapes have been constructed in order to assess curvature effects on energy gaps due to the three Si-suboxides. Si-suboxides in partially oxydi
Externí odkaz:
http://arxiv.org/abs/0903.3954
The quasiharmonic approximation (QHA), in its simplest form also called the statically constrained (SC) QHA, has been shown to be a straightforward method to compute thermoelastic properties of crystals. Recently we showed that for non-cubic solids S
Externí odkaz:
http://arxiv.org/abs/0808.3373