Papers
Planar Ultrametrics for Image Segmentation
Julian E Yarkony, Charless Fowlkes
Precision-Recall-Gain Curves: PR Analysis Done Right
Peter Flach, Meelis Kull
Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman et al.
On-the-Job Learning with Bayesian Decision Theory
Keenon Werling, Arun Tejasvi Chaganty, Percy Liang et al.
Kullback-Leibler Proximal Variational Inference
Mohammad Emtiyaz Khan, Pierre Baque, François Fleuret et al.
Halting in Random Walk Kernels
Mahito Sugiyama, Karsten Borgwardt
Regressive Virtual Metric Learning
Michaël Perrot, Amaury Habrard
Latent Bayesian melding for integrating individual and population models
Mingjun Zhong, Nigel Goddard, Charles Sutton
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits
Huasen Wu, R. Srikant, Xin Liu et al.
Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning
Christoph Dann, Emma Brunskill
A Bayesian Framework for Modeling Confidence in Perceptual Decision Making
Koosha Khalvati, Rajesh P. Rao
Inference for determinantal point processes without spectral knowledge
Rémi Bardenet, Michalis Titsias RC AUEB
Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models
Michael C Hughes, William T Stephenson, Erik Sudderth
Natural Neural Networks
Guillaume Desjardins, Karen Simonyan, Razvan Pascanu et al.
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements
CHRISTOS THRAMPOULIDIS, Ehsan Abbasi, Babak Hassibi
Lifted Inference Rules With Constraints
Happy Mittal, Anuj Mahajan, Vibhav G Gogate et al.
Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents
Mithun Chakraborty, Sanmay Das
Sparse PCA via Bipartite Matchings
Megasthenis Asteris, Dimitris Papailiopoulos, Anastasios Kyrillidis et al.
Generative Image Modeling Using Spatial LSTMs
Lucas Theis, Matthias Bethge
Differentially Private Learning of Structured Discrete Distributions
Ilias Diakonikolas, Moritz Hardt, Ludwig Schmidt
Learning Bayesian Networks with Thousands of Variables
Mauro Scanagatta, Cassio P de Campos, Giorgio Corani et al.
Fast and Accurate Inference of Plackett–Luce Models
Lucas Maystre, Matthias Grossglauser
Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
Unlocking neural population non-stationarities using hierarchical dynamics models
Mijung Park, Gergo Bohner, Jakob H. Macke