Papers
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.
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
Won H. Kim, Deepti Pachauri, Charles Hatt et al.
Weighted Likelihood Policy Search with Model Selection
Tsuyoshi Ueno, Kohei Hayashi, Takashi Washio et al.
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding
Philip Sterne, Joerg Bornschein, Abdul-saboor Sheikh et al.
$\theta$-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding
Congcong Li, Ashutosh Saxena, Tsuhan Chen
A blind sparse deconvolution method for neural spike identification
Chaitanya Ekanadham, Daniel Tranchina, Eero P. Simoncelli
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm
Julie Dethier, Paul Nuyujukian, Chris Eliasmith et al.
Accelerated Adaptive Markov Chain for Partition Function Computation
Stefano Ermon, Carla P. Gomes, Ashish Sabharwal et al.