Robust Bayes-assisted Confidence Regions

Autor: Cortinovis, Stefano, Caron, François

The Frequentist, Assisted by Bayes (FAB) framework aims to construct confidence regions that leverage information about parameter values in the form of a prior distribution. FAB confidence regions (FAB-CRs) have smaller volume for values of the param

Externí odkaz: http://arxiv.org/abs/2410.20169

Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility

Autor: Lee, Hoil, Ayed, Fadhel, Jung, Paul, Lee, Juho, Yang, Hongseok, Caron, François

This article studies the infinite-width limit of deep feedforward neural networks whose weights are dependent, and modelled via a mixture of Gaussian distributions. Each hidden node of the network is assigned a nonnegative random variable that contro

Externí odkaz: http://arxiv.org/abs/2205.08187

Listeria monocytogenes-associated spontaneous bacterial peritonitis in France: a nationwide observational study of 208 cases

Autor: Abdou, Mohamed, Abdulhai, Ayman, Abdulhal, Ayman, Abel, Samy, Abergel, Armand, Aberrane, Saïd, Abraham, Bruno, Adler, Maxime, Agard, Christian, Agha-Mir, Ilhem, Aguilar, Claire, Agulles, Baptiste, Aldallal, Hamza, Alric, Laurent, Amiot, Xavier, Andrau, Pierre, Andrieux, Vladimir, Ansart, Séverine, Anty, Rodolphe, Archambeaud, Isabelle, Arem, Samir, Armand, Laurence, Aubailly, Lucie, Audibert, Juliette, Auguereau, Olivier, Auvray, Christelle, Aziz, Karime, Bachelier, Marie-Nadège, Bacquaert-Dufour, Karine, Badet, Françoise, Bahallah, Mohamed-Larbi, Balanant, Hélène, Baraduc, Régine, Bardis, Alexandre, Barraud, Olivier, Barrier, Jocelyn, Baudet, Antoine, Baumert, Thomas, Beaugerie, Laurent, Bébéar, Cécile, Becheur, Hakim, Bemer, Pascale, Benard, Caroline, Benezet, Marie-Pierre, Benmahammed, Mohammed, Bennouna, Jaafar, Benseddik, Zehaira, Bensimon, Pierre-Yves, Bental, Abdeslam, Berete, Aliou, Bergier, Jean-Michel, Berkani, Wacila, Bernardi, Franck, Bert, Frederic, Bertrou, Anne, Beuret, Pascal, Beurton-Chataigner, Isabelle, Beuscart, Claude, Beusnel, Christine, Bevilacqua, Sibylle, Beze, François, Bideau, Karine, Bidegain, Frédéric, Billon, Laura, Blaison, Gilles, Blanc, Michèle, Blanc, Pierre, Blanchi, Sophie, Blancho, Gilles, Bland, Stephane, Blondeau, Vincent, Boldron, Amale, Bon, Djemah, Bonacorsi, Stéphane, Bonzon, Lucas, Borderon, Anaïs, Botelho-Nevers, Elisabeth, Bottlaender, Jacques, Bouc-Boucher, Mathilde, Bouchaud, Olivier, Bougon, David, Boukelikha, Khaled, Bourlet, Thomas, Boussoukaya, Samy, Boutaleb, Hamza, Bouziges, Nicole, Bray, Philippe, Bréchet, Caroline, Bret, Laurent, Brieu, Nathalie, Briffaut, David, Brochet, Christine, Brulez-Des-Varannes, Stanislas, Brunel, Valéry, Brung-Lefebvre, Maud, Bureau, Christophe, Burucoa, Christophe, Buscail, Louis, Buzele, Rodolphe, Cadot, Catherine, Cadranel, Jean-Francois, Cady, Anne, Caillon, Jocelyne, Camiade, Sabine, Campillo, Bernard, Carbonnel, Franck, Carbonnelle, Etienne, Cardot-Martin, Émilie, Cariou, Marie-Estelle, Carles, Michel, Caron, Francois, Carrara-Delarue, Lucrecia, Carrier, Paul, Castang, Céline, Castellano, Inès, Cattoir, Vincent, Caubet, Olivier, Causse, Xavier, Chabrol, Amélie, Chanard, Emmanuel, Chatagnon, Thomas, Chazouilleres, Olivier, Chedanni, Halima, Chevrel, Pauline, Chirol, Catherine, Chirouze, Catherine, Chouquer, Renaud, Clavière, Christophe, Codreuil, Sylvain, Colardelle, Philippe, Combarnous, François, Commeau, Grégory, Cornillet, Anne, Corvec, Stephane, Costa, Yannick, Couderc, Philippe, Couffon, Caroline, Courivaud, Cécile, Courtade, Henri, Cruchant, Etienne, Cuen, David, Culard, Jean-François, Cung, Hong Ahn, Dahyot, Sandrine, D'Altéroche, Louis, Dao, Manh Thông, Darfeuil, Fabien, Darnaud, Céline, Daure, Sophie, De Grossouvre-Taillefer, Ludivine, Debriel, Dominique, Debrueres, Jacques, Decaens, Thomas, Decambron, Audrey, Decre-Grapinet, Dominique, Degand, Nicolas, Dehaye, Bruno, Delacour, Thierry, Delarbe, Jean-Marie, Delobel, Pierre, Delpierre, Éric, Delrez, René, Delvert, Didier, Demartino, Sylvie, Deniel, Marie-Clémence, Denis, Bernard, Derumeaux, Guy, Desroches, Marine, Dessein, Rodrigue, Devillez, Simon, Deweerdt, Didier, Diamantis, Sylvain, Diaz, Emmanuel, Didier, Raffenot, Dimartino, Vincent, Dion, Ludivine, Djemai, Mohand, Doche, Christophe, Donascimento, Maud, Dorval, Ian, Douala, Carol, Doucet-Populaire, Florence, Drouillat, Valérie, Dubée, Vincent, Dudermel, Anne-France, Dumont, Betty, Dupin, Clarisse, Dupont, Mathieu, Dupont, Philippe, Dupuy, Marion, Dupuychaffray, Jean-Pierre, Durand, Francois, Dusser, Pascale, Duval, Valérie, Duveau, Nicolas, El-Azouzi, Abdelghani, El-Gharras, Hynd, Elsendoorn, Antoine, Emile, Loïc, Epaulard, Olivier, Etchepare, Nicolas, Etienne, Jean-Pierre, Eveillard, Mathieu, Evers, Annie, Fach, Joelle, Faizoun, Claudia, Fangous, Marie-Sarah, Farmachidi, Jean Pierre, Fatome, Armelle, Faulques, Bernard, Faure, Karine, Felix, Charlotte, Ferec, Marc, Ferey, Janine, Ferracci, Serge, Feryn, Jean-Marc, Fesler, Pierre, Fiette, Hélène, Flevin, Emilie, Floch, Pauline, Fort, Eric, Fortineau, Nicolas, Fourcade, Jacques, Fraissinet, François, Franck, Patricia, Françoise, Thiebaut, Fratte, Serge, Galempoix, Jean-Marc, Garcera, Yves, Garcia, Anne, Garcon, Pierre, Garret, Charlotte, Gayet, Clement, Gazeau, Pierre, Gerber, Florence, Gilles, Raclot, Gillot, Jean-Michel, Goarant, Eric, Godreuil, Sylvain, Goret, Julien, Gorret, Julie, Goujard, Cecile, Goulenok, Thiphaine, Gournay, Jérôme, Gousseff, Marie, Goux, Alain, Graf, Emmanuelle, Grange, Jean-Didier, Gravet, Alain, Greder-Belan, Alix, Gronier, Olivier, Grosset, Marine, Guellouz, Sabra, Guenenna, Dalida, Guerbaa, Mohammed, Guerin, Meggie, Guerrot, Dominique, Guery, Benoit, Gugenheim, Jean, Guidet, Bertrand, Guiheneuf, Raphael, Guillet-Caruba, Christelle, Guimard, Yves, Guinard, Jérome, Guindre, Laure, Hagege, Albert, Hagege, Hervé, Haineaux, Paul-Arthur, Hamon, Rémy, Hassan, Firas, Hassine, Mélanie, Helie, Ludovic, Herber-Mayne, Anne, Hervio, Pascale, Héry-Arnaud, Geneviève, Hitoto, Hikombo, Hubsch, Théophile, Hunaut, Nicolas, Hurtova, Monika, Husson-Wetzel, Stéphanie, Hutin, Pascal, Izopet, Théo, Jacob, Jean-Louis, Jacomet, Christine, Jaffar-Bandjee, Marie-Christine, Janvier, Fréderic, Jaulhac, Benoît, Jaureguiberry, Stephane, Javaud, Nicolas, Jeannot, Katty, Joundy, Noureddine, Kacem, Moez, Karama, Rouis, Karsenti, David, Kempf, Marie, Khatibi, Sarah, Kikolski, Florence, Kittirath, Christine, Koch, Stephane, Kouatchet-Achille, Tchamba, Krummel, Yves, La Combe, Karine, Labarriere, Damien, Laberenne, Jean-Eric, Lacroix, Hervé, Ladrat, Laure, Lagarde, Stéphanie, Lagasse, Jean-Paul, Laggoune, Ahmed-Saïd, Lambare, Benedicte, Landgraf, Nathalie, Landraud, Luce, Laude, Jean-Francois, Laurent, François, Lavigne, Jean-Philippe, Lavoue, Vincent, Le Berre, Rozenn, Le Goff, Vallérie, Lebars, Hervé, Lebrun, Armandine, Lecapitaine, Anne-Lise, Lechat, Sylvie, Lecoustumier, Alain, Ledreau, Gérard, Lefevre, Benjamin, Leflon, Véronique, Lefort, Agnès, Legall, Florence, Legoff, Isabelle, Legrand, Eric, Lehello, Simon, Le-Henaff-Bourhis, Catherine, Leleu, Olivier, Lelievre, Lucie, Lemaignen, Adrien, Lemaire, Xavier, Le-Maout, Charles, Lemblé, Chantal, Lemeille, Yolande, Lemenand, Olivier, Lemeunier, Violaine, Lemeur, Yannick, Lemierre, Sylvia, Leotard, Sophie, Lepileur, Lucie, Letellier-Demonchy, Claire, Levecq, Hervé, Levy, Marc, Limal, Nicolas, Locher, Christophe, Lopez, Benjamin, Loron, Marie-Charlotte, Loulergue, Joelle, Loury-Larivière, Isabelle, Loustaud-Ratti, Véronique, Macchi, Valèrie, Machado, Moise, Madaule, Serge, Mainardi, Jean-Luc, Males, Silvija, Malherbe, Philippe, Maneglier, Benjamin, Marceau, Maryline, Marcel, Kévin, Marmonier, Alain, Martha, Benoît, Martin, Xavier, Martin-Blondel, Guillaume, Martinez, Camille, Marty, Fabrice, Marty, Patrick, Matray, Olivier, Maurin, Arnaud, Mazerand, Sandie, Mazouz, Nadia, Medevielle, Muriel, Mercat, Alain, Méreghetti, Laurent, Merzoug, Noureddine, Meziane, Ilham, Michaud, Anthony, Michel, Marc, Michel, Pierre, Mignard, Sophie, Milesi-Lecat, Anne-Marie, Mion, Mathieu, Mnasri, Nabil, Mohareb, Abdo, Mohib, Samir, Moindrot, Henri, Monlun, Eric, Montewis, Audrey, Morin, Thierry, Moussata, Driffa, Muller, Sandrine, Muzellec, Valérie, Nancey, Stéphane, Nassereddine, Ahmad, Naude, Sebastien, Neau, Didier, Ovidiu, Negru Calin, Ngo, Thuy, Ngwhotue, Marthe-Andree, Nivet, Patrick, Nordmann, Patrice, Nousbaum, Jean-Baptiste, Nouvel, Bernadette, Obled, Stephane, Oswald, Eric, Otto, Marie-Pierre, Pageaux, Georges-Philippe, Papin, Gregory, Parant, Fabrice, Patenotte, Arnaud, Paupard, Thierry, Pauwels, Arnaud, Pawlotsky, Jean Michel, Pelloux, Hervé, Perlemuter, Gabriel, Peron, Jean-Marie, Pestel-Caron, Martine, Peter, Natasha, Petillon, Sophie, Petit, Richard, Petitprez, Helene, Pettinelli, Francois, Phelip, Jean Marc, Philit, Jean-Baptiste, Phoutthasang, Valérie, Pialoux, Gilles, Piau-Couapel, Caroline, Pichard, Benoit, Pichon, Maxime, Picon-Coste, Magali, Picque, Marie, Pierson, Henri, Piques, Jean Francois, Piton, Béatrice, Planade, Orianne, Plassart, Claire, Plésiat, Patrick, Ploy, Marie-Cécile, Poubeau, Patrice, Pouderoux, Philippe, Pouedras, Pascal, Pourbaix, Annabelle, Poynard, Thierry, Preau, Florence, Pricope, Dumitrita, Queffelec, Gwenaëlle, Queneherve, Lucille, Quentin, Thomas, Raffenot, Didier, Rakotoniaina, Daniella, Ramanantsoa, Celine, Ramarijaona, Solofoniaina, Rami-Arab, Lila, Raulin, Olivia, Rebibou, Jean Michel, Renault, David, Rey, Philippe, Riche, Agnès, Rigaud, Jean Philippe, Rivière, Antoine, Rivière, Brigitte, Robert, Jérôme, Roblot, Pascal, Roger, Helene, Rolland, Christophe, Rondinaud, Emilie, Rosa-Hezode, Isabelle, Roubille, Martine, Rouquette, Olivier, Roux, Juliette, Ruimy, Raymond, Sachot-Ollivier, Sonia, Sailler, Laurent, Salamant, Sarah, Sarbu-Pop, Silvia, Sartre, Jacques, Schmitt, François, Scribe-Outtas, Myriam, Sefrioui, David, Sehouane, Rachid, Sekhri, Hacène, Serfaty, Lawrence, Sevin, Odile, Shawali, Cédric, Siladi, Souad, Silvain, Christine, Simon, Mireille, Simonet, Batiste, Sinayoko, Leila, Sirach, Estelle, Smati, Mustafa, Smets, Aurélie, Soltani, Dhaoui, Sommabere, André, Soulier-Guerin, Karine, Soulillou, Jean Paul, Soupison, Alain, Souply, Laurent, Soussy, Claude-James, Stampfli, Claire, Strullu, Bernard, Suatean, Diana, Tadjerouni, Nacer, Talarmin, Jean-Philippe, Tankovic, Jacques, Tarroun, Abdullah, Tchuenbou, Juliette, Teboul, Jean-Louis, Tedlaouti, Husni, Tellini, Charlotte, Thabut, Dominique, Thannberger, Philippe, Thiebault, Henri, Thiebaut, Françoise, Thomazeau, Joséphine, Tielman, Guillaume, Timsit, Jean-Francois, Tognon, Patrick, Tougeron, David, Toure, Fatouma, Tran, Albert, Tranvouez, Jean-Luc, Trésallet, Christophe, Trubert, Lise, Tsakiris, Laurent, Twizeyimana, Eterne, Vachee, Anne, Valade, Hélène, Valat, Isabelle, Vandendriessche, Anne, Vandermee, Nathalie, Vanheste, Marc, Varon, Emmanuelle, Vasse, Marc, Vasseur, Philippe, Vaucel, Elisabeth, Vauthier, Anne, Verdavaine-Loidreau, Delphine, Verdet, Charlotte, Verdon, Renaud, Vergnaud, Michel, Véziris, Nicolas, Vignaud, Guillaume, Viguier, Jérôme, Villemain, Marc, Villeneuve, Laurent, Vimont-Vicary, Alexandre, Vincent, Thomas, Vuillemenot, Jean-Baptiste, Walewski, Violaine, Warmoes, Elodie, Watry, Hélène, Weber, Jean-Christophe, Witz, Marie Thérèse, Woerther, Paul-Louis, Yazdanpanah, Yazdan, Zamfir, Oana, Zarka, Jonathan, Zavadil, Patrick, Zeboudj, Nabil, Zerbib, Franck, Blanchard, Florian, Henry, Benoît, Vijayaratnam, Sofieya, Canouï, Etienne, Moura, Alexandra, Thouvenot, Pierre, Bracq-Dieye, Hélène, Tessaud-Rita, Nathalie, Valès, Guillaume, Diakité, Andrée, Leclercq, Alexandre, Lecuit, Marc ^{*, **}, Charlier, Caroline ^{*, *}

Publikováno v: In The Lancet Infectious Diseases July 2024 24(7):783-792

The Normal-Generalised Gamma-Pareto process: A novel pure-jump L\'evy process with flexible tail and jump-activity properties

Autor: Ayed, Fadhel, Lee, Juho, Caron, François

Pure-jump L\'evy processes are popular classes of stochastic processes which have found many applications in finance, statistics or machine learning. In this paper, we propose a novel family of self-decomposable L\'evy processes where one can control

Externí odkaz: http://arxiv.org/abs/2006.10968

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