Papers
Non-Sparse Multiple Kernel Fisher Discriminant Analysis
Fei Yan, Josef Kittler, Krystian Mikolajczyk et al.
No-Regret Algorithms for Unconstrained Online Convex Optimization
Brendan Mcmahan, Matthew Streeter
Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison
Tianbao Yang, Yu-feng Li, Mehrdad Mahdavi et al.
Oger: Modular Learning Architectures For Large-Scale Sequential Processing
David Verstraeten, Benjamin Schrauwen, Sander Dieleman et al.
On a Connection between Maximum Variance Unfolding, Shortest Path Problems and IsoMap
Alexander Paprotny, Jochen Garcke
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems
Yuri Grinberg, Doina Precup
On Bayesian Upper Confidence Bounds for Bandit Problems
Emilie Kaufmann, Olivier Cappe, Aurelien Garivier
On Bisubmodular Maximization
Ajit Singh, Andrew Guillory, Jeff Bilmes
One Permutation Hashing
Ping Li, Art Owen, Cun-hui Zhang
On Estimation and Selection for Topic Models
Matt Taddy
On Lifting the Gibbs Sampling Algorithm
Deepak Venugopal, Vibhav Gogate
Online allocation and homogeneous partitioning for piecewise constant mean-approximation
Alexandra Carpentier, Odalric-ambrym Maillard
Online Clustering of Processes
Azadeh Khaleghi, Daniil Ryabko, Jeremie Mary et al.
Online Clustering with Experts
Anna Choromanska, Claire Monteleoni
Online Incremental Feature Learning with Denoising Autoencoders
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
Online L1-Dictionary Learning with Application to Novel Document Detection
Shiva P. Kasiviswanathan, Huahua Wang, Arindam Banerjee et al.
Online Learning in the Embedded Manifold of Low-rank Matrices
Uri Shalit, Daphna Weinshall, Gal Chechik
Online Optimization with Gradual Variations
Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee et al.
Online Rank Aggregation
Shota Yasutake, Kohei Hatano, Eiji Takimoto et al.
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
Ronald Ortner, Daniil Ryabko
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization
Andre Barreto, Doina Precup, Joelle Pineau
Online Submodular Minimization
Elad Hazan, Satyen Kale
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits
Yasin Abbasi-Yadkori, David Pal, Csaba Szepesvari
On Multilabel Classification and Ranking with Partial Feedback
Claudio Gentile, Francesco Orabona