Search Results - "Perez, Guillaume"

Reducing greenhouse gas emissions of Amazon hydropower with strategic dam planning by Almeida, Rafael M., Shi, Qinru, Gomes-Selman, Jonathan M., Wu, Xiaojian, Xue, Yexiang, Angarita, Hector, Barros, Nathan, Forsberg, Bruce R., García-Villacorta, Roosevelt, Hamilton, Stephen K., Melack, John M., Montoya, Mariana, Perez, Guillaume, Sethi, Suresh A., Gomes, Carla P., Flecker, Alexander S.

“…Hundreds of dams have been proposed throughout the Amazon basin, one of the world’s largest untapped hydropower frontiers. While hydropower is a potentially…”
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Aging-related Decrease of Human ASC Angiogenic Potential Is Reversed by Hypoxia Preconditioning Through ROS Production by Barros, Sandra De, Dehez, Stéphanie, Arnaud, Emmanuelle, Barreau, Corinne, Cazavet, Alexandre, Perez, Guillaume, Galinier, Anne, Casteilla, Louis, Planat-Bénard, Valérie

“…Adipose stroma/stem cells (ASC) represent an ideal source of autologous cells for cell-based therapy. Their transplantation enhances neovascularization after…”
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Api5 contributes to E2F1 control of the G1/S cell cycle phase transition by Garcia-Jove Navarro, Marina, Basset, Céline, Arcondéguy, Tania, Touriol, Christian, Perez, Guillaume, Prats, Hervé, Lacazette, Eric

“…The E2f transcription factor family has a pivotal role in controlling the cell fate in general, and in particular cancer development, by regulating the…”
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Efficient projection algorithms onto the weighted ℓ1 ball by Perez, Guillaume, Ament, Sebastian, Gomes, Carla, Barlaud, Michel

“…Projected gradient descent has been proved efficient in many optimization and machine learning problems. The weighted ℓ1 ball has been shown effective in…”
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A filtered bucket-clustering method for projection onto the simplex and the $$\ell _1$$ ball by Perez, Guillaume, Barlaud, Michel, Fillatre, Lionel, Régin, Jean-Charles

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A filtered bucket-clustering method for projection onto the simplex and the $$\ell _1$$ ℓ 1 ball by Perez, Guillaume, Barlaud, Michel, Fillatre, Lionel, Régin, Jean-Charles

“…We propose in this paper a new method processing the projection of an arbitrary size vector onto the probabilistic simplex or the 1 ball. Our method merges two…”
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A filtered bucket-clustering method for projection onto the simplex and the ℓ 1 ball by Perez, Guillaume, Barlaud, Michel, Fillatre, Lionel, Jean-Charles Régin

“…We propose in this paper a new method processing the projection of an arbitrary size vector onto the probabilistic simplex or the ℓ1 ball. Our method merges…”
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A filtered bucket-clustering method for projection onto the simplex and the ℓ1 ball by Perez, Guillaume, Barlaud, Michel, Fillatre, Lionel, Régin, Jean-Charles

“…We propose in this paper a new method processing the projection of an arbitrary size vector onto the probabilistic simplex or the ℓ 1 ball. Our method merges…”
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Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks by Perez, Guillaume, Barlaud, Michel

“…The $\ell_{1,\infty}$ norm is an efficient structured projection but the complexity of the best algorithm is unfortunately $\mathcal{O}\big(n m \log(n m)\big)$…”
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A new Linear Time Bi-level $\ell_{1,\infty}$ projection ; Application to the sparsification of auto-encoders neural networks by Barlaud, Michel, Perez, Guillaume, Marmorat, Jean-Paul

“…The $\ell_{1,\infty}$ norm is an efficient-structured projection, but the complexity of the best algorithm is, unfortunately, $\mathcal{O}\big(n m \log(n…”
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Protein and micronutrient deficiencies in patients with radiation cystitis and outcome after hyperbaric oxygen therapy by Platzer, Valérie, Perez, Guillaume, Galinier, Anne, Genestal, Michèle, Riu-Poulenc, Béatrice, Gonzalez, Leslie, Huyghe, Eric, Caspar-Bauguil, Sylvie

“…SummaryBackground & aimsHaemorrhagic radiation cystitis (HRC) is a late complication of pelvic radiotherapy. Severe cases are difficult to treat due to…”
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Near-Linear Time Projection onto the $\ell_{1,\infty}$ Ball; Application to Sparse Autoencoders by Perez, Guillaume, Condat, Laurent, Barlaud, Michel

“…Looking for sparsity is nowadays crucial to speed up the training of large-scale neural networks. Projections onto the $\ell_{1,2}$ and $\ell_{1,\infty}$ are…”
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A Constraint Programming Model for Scheduling the Unloading of Trains in Ports: Extended by Perez, Guillaume, Glorian, Gael, Suijlen, Wijnand, Lallouet, Arnaud

“…In this paper, we propose a model to schedule the next 24 hours of operations in a bulk cargo port to unload bulk cargo trains onto stockpiles. It is a problem…”
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A Constraint Programming Model for Scheduling the Unloading of Trains in Ports by Perez, Guillaume, Glorian, Gael, Suijlen, Wijnand, Lallouet, Arnaud

“…In this paper, we propose a model to schedule the next 24 hours of operations in a bulk cargo port to unload bulk cargo trains onto stockpiles. It is a problem…”
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Constrained Machine Learning: The Bagel Framework by Perez, Guillaume, Ament, Sebastian, Gomes, Carla, Lallouet, Arnaud

“…Machine learning models are widely used for real-world applications, such as document analysis and vision. Constrained machine learning problems are problems…”
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Api5 Contributes to E2F1 Control of the G1/S Cell Cycle Phase Transition. e71443 by Navarro, Marina Garcia-Jove, Basset, Celine, Arcondeguy, Tania, Touriol, Christian, Perez, Guillaume, Prats, Herve, Lacazette, Eric

“…Background The E2f transcription factor family has a pivotal role in controlling the cell fate in general, and in particular cancer development, by regulating…”
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Efficient Projection Algorithms onto the Weighted l1 Ball by Perez, Guillaume, Ament, Sebastian, Gomes, Carla, Barlaud, Michel

“…Projected gradient descent has been proved efficient in many optimization and machine learning problems. The weighted $\ell_1$ ball has been shown effective in…”
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A Deep Reinforcement Learning Heuristic for SAT based on Antagonist Graph Neural Networks by Fournier, Thomas, Lallouet, Arnaud, Cropsal, Telio, Glorian, Gael, Papadopoulos, Alexandre, Petitet, Antoine, Perez, Guillaume, Sekar, Suruthy, Suijlen, Wijnand

“…Heuristics are one of the most important tools to guide search to solve combinatorial problems. They are often specifically designed for one single problem and…”
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Relations between MDDs and Tuples and Dynamic Modifications of MDDs based constraints by Perez, Guillaume, Régin, Jean-Charles

“…We study the relations between Multi-valued Decision Diagrams (MDD) and tuples (i.e. elements of the Cartesian Product of variables). First, we improve the…”
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Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets by Demeulenaere, Jordan, Hartert, Renaud, Lecoutre, Christophe, Perez, Guillaume, Perron, Laurent, Régin, Jean-Charles, Schaus, Pierre

“…In this paper, we describe Compact-Table (CT), a bitwise algorithm to enforce Generalized Arc Consistency (GAC) on table con- straints. Although this algorithm…”
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