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Displaying 21 authors out of 21
A. LIJOI (Pavia, Italy)
Exchangeable random partitions, Bayesian inference and species sampling problems
B. KAPPEN (Nijmegen, The Netherlands)
Stochastic optimal control theory and its link to statistical physics - I
Stochastic optimal control theory and its link to statistical physics - II
Stochastic optimal control theory and its link to statistical physics - III
Stochastic optimal control theory and its link to statistical physics - IV
The Variational Garrote
D. BARBER (UC London, U.K.)
Variational methods in inference and optimisation
D. SAAD (Aston Univ., Birmingham, U.K.)
Polymer physics for route optimisation on the London underground
E. AURELL (KTH, Stockholm, Sweden)
Pseudo-likelihood maximization for the protein reconstruction problem
E. FRAENKEL (MIT Cambridge, U.S.A.)
The challenges and opportunities in using high-throughput data to understand how cells work
F. RICCI-TERSENGHI (La Sapienza, Roma, Italy)
Some recent results on the inverse Ising problem
G. LEVER (UC London, U.K.)
Kernel methods - I
Kernel methods - II
Kernel methods - III
Kernel methods - IV
J. HERTZ (Nordita, Copenhagen, Denmark)
Network inference for directed graphs with stochastic hidden units
J. REICHARDT (Univ. Wurzburg, Germany)
Inferring mesoscopic structure in complex networks with message passing
M. MEZARD (LPTMS, Univ. Paris Sud, France)
MAIN LECTURE HALL - LEONDARDO BUILDING COLLOQUIUM "Occam's Razar in Massive Data Acquisition: A statistical Physics Approach"
M. OPPER (TU Berlin, Germany)
Introduction to probabilistic and Bayesian inference - I
Introduction to probabilistic and Bayesian inference - II
Introduction to probabilistic and Bayesian inference - III
Introduction to probabilistic and Bayesian inference - IV
Perturbative corrections to expectation propagation
M. WAINWRIGHT (UC Berkeley, U.S.A.)
Variational methods, duality and message-passing - I
Variational methods, duality and message-passing - II
Variational methods, duality and message-passing - III
Variational methods, duality and message-passing - IV
M.W. SEEGER (EPFL, Lausanne, Switzerland)
Large scale variational Bayesian inference and decision making for continuous variable models - I
Large scale variational Bayesian inference and decision making for continuous variable models - II
Large scale variational Bayesian inference and decision making for continuous variable models - III
Large scale variational Bayesian inference and decision making for continuous variable models - IV
Convergent and scalable algorithms for expectation propagation approximate Bayesian inference
N. CRISTIANINI (Bristol, U.K.)
GOING DATA-DRIVEN: From artificial intelligence to science and society
O. WINTHER (DTU Lyngby & KU Copenhagen, Denmark)
Machine Learning in systems biology - I
Machine Learning in systems biology - II
Machine Learning in systems biology - III
Machine Learning in systems biology - IV
R. URBANKE (EPFL, Lausanne, Switzerland)
Spatially coupled codes
T. TANAKA (Graduate School of Informations, Kyoto University, Japan)
Phenomenological study on spatial coupling
Y. KABASHIMA (Tokyo Institute of Technology, Yokohama, Japan)
On the first eigenvalue/eigenvector in sparse random symmetric matrices
Y. ROUDI (NTNU, Trondheim, Norway)
Network reconstruction with hidden nodes
Y.W. TEH (UC London, U.K.)
Bayesian nonparametrics - I
Bayesian nonparametrics - II
Bayesian nonparametrics - III
Bayesian nonparametrics - IV

Organizers

H.J. Kappen, M. Opper, R. Zecchina. Local Organiser: M. Marsili