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Invited Talk
Thu Dec 15 12:30 AM -- 01:20 AM (PST)
The Neuronal Replicator Hypothesis: Novel Mechanisms for Information Transfer and Search in the Brain
In Oral Session 11
Eörs Szathmáry · Chrisantha Fernando
Session
Thu Dec 15 12:30 AM -- 01:40 AM (PST)
Oral Session 11
Mate Lengyel
Oral
Thu Dec 15 01:20 AM -- 01:40 AM (PST)
Continuous-Time Regression Models for Longitudinal Networks
In Oral Session 11
Duy Q Vu · Arthur Asuncion · David Hunter · Padhraic Smyth
Oral
Thu Dec 15 01:40 AM -- 02:00 AM (PST)
Scalable Training of Mixture Models via Coresets
In Oral Session 12
Dan Feldman · Matthew Faulkner · Andreas Krause
Session
Thu Dec 15 01:40 AM -- 02:20 AM (PST)
Oral Session 12
Sasha Rakhlin
Oral
Thu Dec 15 02:00 AM -- 02:20 AM (PST)
Fast and Accurate k-means For Large Datasets
In Oral Session 12
Michael Shindler · Alex Wong · Adam W Meyerson
Invited Talk
Thu Dec 15 03:00 AM -- 03:50 AM (PST)
Diversity in an Olfactory Network
In Oral Session 13
Gilles Laurent
Session
Thu Dec 15 03:00 AM -- 04:10 AM (PST)
Oral Session 13
Jonathan W Pillow
Oral
Thu Dec 15 03:50 AM -- 04:10 AM (PST)
Empirical models of spiking in neural populations
In Oral Session 13
Jakob H Macke · Lars Buesing · John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
Oral
Thu Dec 15 04:10 AM -- 04:30 AM (PST)
The Manifold Tangent Classifier
In Oral Session 14
Salah Rifai · Yann N Dauphin · Pascal Vincent · Yoshua Bengio · Xavier Muller
Session
Thu Dec 15 04:10 AM -- 04:50 AM (PST)
Oral Session 14
Ronan Collobert
Oral
Thu Dec 15 04:30 AM -- 04:50 AM (PST)
Reconstructing Patterns of Information Diffusion from Incomplete Observations
In Oral Session 14
Flavio Chierichetti · Jon Kleinberg · David Liben-Nowell
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Thu Dec 15 06:00 AM -- 06:00 AM (PST) @ Congress Center
3:00 Bus to Sierra Nevada
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Thu Dec 15 07:30 AM -- 12:30 PM (PST) @ Melia Sol y Nieve
Registration Desk
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Thu Dec 15 08:00 AM -- 08:00 AM (PST)
5:00 Bus to the Alhambra
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Thu Dec 15 08:30 AM -- 08:30 AM (PST) @ Congress Center
5:30 Bus to Alhambra
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Thu Dec 15 11:15 AM -- 11:15 AM (PST) @ Congress Center
8:15 Bus to Sierra Nevada
Break
Thu Dec 15 11:20 AM -- 12:00 PM (PST)
Coffee Break
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Thu Dec 15 10:00 PM -- 01:30 AM (PST) @ Melia Sol y Nieve
Registration Desk
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Montebajo: Room 1
Sparse Representation and Low-rank Approximation
Ameet S Talwalkar · Lester W Mackey · Mehryar Mohri · Michael W Mahoney · Francis Bach · Mike Davies · Remi Gribonval · Guillaume R Obozinski
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Montebajo: Library
Integrating Language and Vision
Raymond Mooney · Trevor Darrell · Kate Saenko
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Guejar
Beyond Mahalanobis: Supervised Large-Scale Learning of Similarity
Greg Shakhnarovich · Dhruv Batra · Brian Kulis · Kilian Q Weinberger
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Dilar
Relations between machine learning problems - an approach to unify the field
Robert Williamson · John Langford · Ulrike von Luxburg · Mark Reid · Jennifer Wortman Vaughan
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sol y Nieve: Snow
Decision Making with Multiple Imperfect Decision Makers
Tatiana V. Guy · Miroslav Karny · David H Wolpert · Alessandro VILLA · David Rios Insua
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sol y Nieve: Slalom
From statistical genetics to predictive models in personalized medicine
Karsten Borgwardt · Oliver Stegle · Shipeng Yu · Glenn Fung · Faisal Farooq · Balaji R Krishnapuram
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Hotel Bar
Bayesian optimization, experimental design and bandits: Theory and applications
Nando de Freitas · Roman Garnett · Frank R Hutter · Michael A Osborne
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Monachil
Cosmology meets Machine Learning
Michael Hirsch · Sarah Bridle · Bernhard Schölkopf · Phil Marshall · Stefan Harmeling · Mark Girolami
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Genil
Copulas in Machine Learning
Gal Elidan · Zoubin Ghahramani · John Lafferty
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sol y Nieve: Aqua
Machine Learning and Interpretation in Neuroimaging (MLINI-2011)
Melissa K Carroll · Guillermo Cecchi · Kai-min K Chang · Moritz Grosse-Wentrup · James Haxby · Georg Langs · Anna Korhonen · Bjoern Menze · Brian Murphy · Janaina Mourao-Miranda · Vittorio Murino · Francisco Pereira · Irina Rish · Mert Sabuncu · Irina Simanova · Bertrand Thirion
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Montebajo: Theater
Big Learning: Algorithms, Systems, and Tools for Learning at Scale
Joseph E Gonzalez · Sameer Singh · Graham Taylor · James Bergstra · Alice Zheng · Misha Bilenko · Yucheng Low · Yoshua Bengio · Michael Franklin · Carlos Guestrin · Andrew McCallum · Alexander Smola · Michael Jordan · Sugato Basu
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Telecabina: Movie Theater
Deep Learning and Unsupervised Feature Learning
Yoshua Bengio · Adam Coates · Yann LeCun · Nicolas Le Roux · Andrew Y Ng
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sierra Nevada: Dauro
Optimization for Machine Learning
Suvrit Sra · Stephen Wright · Sebastian Nowozin
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Montebajo: Basketball Court
Computational Trade-offs in Statistical Learning
Alekh Agarwal · Sasha Rakhlin
Workshop
Thu Dec 15 10:30 PM -- 11:00 AM (PST) @ Melia Sol y Nieve: Ski
New Frontiers in Model Order Selection
Yevgeny Seldin · Yacov Crammer · Nicolò Cesa-Bianchi · Francois Laviolette · John Shawe-Taylor