Abstract is missing.
- Sparse Higher-Order Principal Components AnalysisGenevera Allen. 27-36 [doi]
- A General Framework for Structured Sparsity via Proximal OptimizationLuca Baldassarre, Jean Morales, Andreas Argyriou, Massimiliano Pontil. 82-90 [doi]
- Controlling Selection Bias in Causal InferenceElias Bareinboim, Judea Pearl. 100-108 [doi]
- Minimax hypothesis testing for curve registrationOlivier Collier. 236-245 [doi]
- There's a Hole in My Data Space: Piecewise Predictors for Heterogeneous Learning ProblemsOfer Dekel, Ohad Shamir. 291-298 [doi]
- UPAL: Unbiased Pool Based Active LearningRavi Ganti, Alexander G. Gray. 422-431 [doi]
- Stochastic Bandit Based on Empirical MomentsJunya Honda, Akimichi Takemura. 529-537 [doi]
- On Bayesian Upper Confidence Bounds for Bandit ProblemsEmilie Kaufmann, Olivier Cappé, Aurélien Garivier. 592-600 [doi]
- Bayesian Comparison of Machine Learning Algorithms on Single and Multiple DatasetsAlexandre Lacoste, François Laviolette, Mario Marchand. 665-675 [doi]
- The adversarial stochastic shortest path problem with unknown transition probabilitiesGergely Neu, András György, Csaba Szepesvári. 805-813 [doi]
- Probabilistic acoustic tube: a probabilistic generative model of speech for speech analysis/synthesisZhijian Ou, Yang Zhang. 841-849 [doi]
- Local Anomaly DetectionVenkatesh Saligrama, Manqi Zhao. 969-983 [doi]
- Sparsistency of the Edge Lasso over GraphsJames Sharpnack, Aarti Singh, Alessandro Rinaldo. 1028-1036 [doi]
- Complexity of Bethe ApproximationJinwoo Shin. 1037-1045 [doi]
- On Nonparametric Guidance for Learning Autoencoder RepresentationsJasper Snoek, Ryan Prescott Adams, Hugo Larochelle. 1073-1080 [doi]
- Flexible Martingale Priors for Deep HierarchiesJacob Steinhardt, Zoubin Ghahramani. 1108-1116 [doi]
- Learning Fourier Sparse Set FunctionsPeter Stobbe, Andreas Krause. 1125-1133 [doi]
- On Estimation and Selection for Topic ModelsMatt Taddy. 1184-1193 [doi]
- Minimax Rates of Estimation for Sparse PCA in High DimensionsVincent Q. Vu, Jing Lei. 1278-1286 [doi]
- Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute GraphsHyokun Yun, S. V. N. Vishwanathan. 1389-1397 [doi]