Papers
The Perturbed Variation
Maayan Harel, Shie Mannor
The representer theorem for Hilbert spaces: a necessary and sufficient condition
Francesco Dinuzzo, Bernhard Schölkopf
The Time-Marginalized Coalescent Prior for Hierarchical Clustering
Levi Boyles, Max Welling
The topographic unsupervised learning of natural sounds in the auditory cortex
Hiroki Terashima, Masato Okada
The variational hierarchical EM algorithm for clustering hidden Markov models
Emanuele Coviello, Gert R. Lanckriet, Antoni B. Chan
Tight Bounds on Profile Redundancy and Distinguishability
Jayadev Acharya, Hirakendu Das, Alon Orlitsky
Timely Object Recognition
Sergey Karayev, Tobias Baumgartner, Mario Fritz et al.
Topic-Partitioned Multinetwork Embeddings
Peter Krafft, Juston Moore, Bruce Desmarais et al.
Topology Constraints in Graphical Models
Marcelo Fiori, Pablo Musé, Guillermo Sapiro
Towards a learning-theoretic analysis of spike-timing dependent plasticity
David Balduzzi, Michel Besserve
Tractable Objectives for Robust Policy Optimization
Katherine Chen, Michael Bowling
Training sparse natural image models with a fast Gibbs sampler of an extended state space
Lucas Theis, Jascha Sohl-dickstein, Matthias Bethge
Trajectory-Based Short-Sighted Probabilistic Planning
Felipe Trevizan, Manuela Veloso
Transelliptical Component Analysis
Fang Han, Han Liu
Transelliptical Graphical Models
Han Liu, Fang Han, Cun-hui Zhang
Transferring Expectations in Model-based Reinforcement Learning
Trung Nguyen, Tomi Silander, Tze Y. Leong
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes
Michael Bryant, Erik B. Sudderth
Truncation-free Online Variational Inference for Bayesian Nonparametric Models
Chong Wang, David M. Blei
Unsupervised Structure Discovery for Semantic Analysis of Audio
Sourish Chaudhuri, Bhiksha Raj
Unsupervised Template Learning for Fine-Grained Object Recognition
Shulin Yang, Liefeng Bo, Jue Wang et al.
Value Pursuit Iteration
Amir M. Farahmand, Doina Precup
Variational Inference for Crowdsourcing
Qiang Liu, Jian Peng, Alex Ihler
Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity
Angela Eigenstetter, Bjorn Ommer
Volume Regularization for Binary Classification
Koby Crammer, Tal Wagner
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation
Christian Mayr, Paul Stärke, Johannes Partzsch et al.