Papers
1,876 papers found
Discovering Weakly-Interacting Factors in a Complex Stochastic Process
Charlie Frogner, Avi Pfeffer
Learning to classify complex patterns using a VLSI network of spiking neurons
Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
Julia Owen, Hagai T. Attias, Kensuke Sekihara et al.
Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
Simple Local Models for Complex Dynamical Systems
Erik Talvitie, Satinder P. Singh
Compressed Least-Squares Regression
Odalric Maillard, Rémi Munos
Slow, Decorrelated Features for Pretraining Complex Cell-like Networks
Yoshua Bengio, James S. Bergstra
Matrix Completion from Power-Law Distributed Samples
Raghu Meka, Prateek Jain, Inderjit S. Dhillon
Information-theoretic lower bounds on the oracle complexity of convex optimization
Alekh Agarwal, Martin J. Wainwright, Peter L. Bartlett et al.
Matrix Completion from Noisy Entries
Raghunandan Keshavan, Andrea Montanari, Sewoong Oh
Occlusive Components Analysis
Jörg Lücke, Richard Turner, Maneesh Sahani et al.
Human Rademacher Complexity
Xiaojin Zhu, Bryan R. Gibson, Timothy T. Rogers
Measuring model complexity with the prior predictive
Wolf Vanpaemel
Complexity of Decentralized Control: Special Cases
Martin Allen, Shlomo Zilberstein
Transduction with Matrix Completion: Three Birds with One Stone
Andrew Goldberg, Ben Recht, Junming Xu et al.
SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system
Sylvain Chevallier, Hél\`ene Paugam-moisy, Michele Sebag
Permutation Complexity Bound on Out-Sample Error
Malik Magdon-Ismail
Sample Complexity of Testing the Manifold Hypothesis
Hariharan Narayanan, Sanjoy Mitter
Tight Sample Complexity of Large-Margin Learning
Sivan Sabato, Nathan Srebro, Naftali Tishby
Composite Multiclass Losses
Elodie Vernet, Mark D. Reid, Robert C. Williamson
Complexity of Inference in Latent Dirichlet Allocation
David Sontag, Dan Roy
A Denoising View of Matrix Completion
Weiran Wang, Miguel Á. Carreira-Perpiñán, Zhengdong Lu
Matrix Completion for Multi-label Image Classification
Ricardo S. Cabral, Fernando Torre, Joao P. Costeira et al.
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft, Gilles Blanchard