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Data Science Colloquium

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Exposés (7)  Titre        Date 
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Cosmostatistics: Tackling Big Data from the Sky
Jean-Luc Starck
03/10/2017
Conférence de Jean-Luc Starck lors du colloquium Data Science Colloquium de l'ENS. Since the dawn of time, humans have been wondering about their place in the Universe. Over the past century, advances in modern physics, technology and engineering, ...
Catégories : Data Science Colloquium
Mots-clefs: Astrophysique, cosmologie, statistique, Big Data
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The brain as an optimal efficient adaptive learner
Sophie Deneve
16/05/2017
Conférence de Sophie Deneve lors du colloquium Data Science Colloquium  de l'ENS. Understanding how the brain learns to compute functions reliably, efficiently, and robustly with noisy spiking activity is a fundamental challenge in neuroscience. M...
Catégories : Data Science Colloquium
Mots-clefs: cerveau, apprentissage, Code, informatique, neurones, Big Data, machine learning, intelligence artificielle, erreur
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Beyond stochastic gradient descent for large-scale machine learning
Francis Bach
07/03/2017
Conférence de Francis Bach lors du colloquium Data Science Colloquium of the ENS This colloquium is organized around data sciences in a broad sense, with the goal of bringing together researchers with diverse backgrounds (including mathematics, ...
Catégories : Data Science Colloquium
Mots-clefs: Stochastique, Big Data, machine learning, intelligence artificielle
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What physics can tell us about inference ?
Cristopher Moore
08/11/2016
Conférence de Cristopher Moore lors du colloquium Data Science Colloquium of the ENS This colloquium is organized around data sciences in a broad sense, with the goal of bringing together researchers with diverse backgrounds (including mathematics, ...
Catégories : Data Science Colloquium
Mots-clefs: base de données, informatique, algorithme, interdisciplinarité, interprétation, physique statistique, ordinateur, ...
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Can Big Data cure Cancer?
Jean-Philippe Vert
11/10/2016
Conférence de Jean-Philippe Vert lors du colloquium Data Science Colloquium of the ENS This colloquium is organized around data sciences in a broad sense, with the goal of bringing together researchers with diverse backgrounds (including mathematic...
Catégories : Data Science Colloquium
Mots-clefs: Biologie, ADN, Médecine, cancer, Nouvelles technologies, informatique, pathologie, Big Data, interdisciplinarité, ...
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The new role of time and events in computer science
Gérard Berry
09/04/2015
Conférence de Gérard Berry organisée par le département de Physique. During the 20th century, traditional computer science considered time only from the performance angle, i.e., as a major complexity measures for algorithms, circuits and programs. B...
Catégories : Colloquium / Séminaire général du département de physique
Mots-clefs: temps, temporalité, mesure, informatique
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Statistical physics of compressed sensing
Marc Mézard
14/11/2013
Conférence de Marc Mézard Compressed sensing is a major new topic in information theory. Starting from the observation that interesting signals can be compressed, and thus are sparse in some representation, it aims at acquiring data directly in a co...
Catégories : Colloquium / Séminaire général du département de physique
Mots-clefs: mathématiques, Code, information, algorithme, physique statistique, acquisition compressée