Papers
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.
A Collaborative Mechanism for Crowdsourcing Prediction Problems
Jacob D. Abernethy, Rafael M. Frongillo
A concave regularization technique for sparse mixture models
Martin O. Larsson, Johan Ugander
A Convergence Analysis of Log-Linear Training
Simon Wiesler, Hermann Ney
Action-Gap Phenomenon in Reinforcement Learning
Amir-massoud Farahmand
Active Classification based on Value of Classifier
Tianshi Gao, Daphne Koller
Active dendrites: adaptation to spike-based communication
Balazs B. Ujfalussy, Máté Lengyel
Active learning of neural response functions with Gaussian processes
Mijung Park, Greg Horwitz, Jonathan W. Pillow
Active Ranking using Pairwise Comparisons
Kevin G. Jamieson, Robert Nowak
Adaptive Hedge
Tim V. Erven, Wouter M. Koolen, Steven D. Rooij et al.
Additive Gaussian Processes
David K. Duvenaud, Hannes Nickisch, Carl E. Rasmussen
A Denoising View of Matrix Completion
Weiran Wang, Miguel Á. Carreira-Perpiñán, Zhengdong Lu
Advice Refinement in Knowledge-Based SVMs
Gautam Kunapuli, Richard Maclin, Jude W. Shavlik
A Global Structural EM Algorithm for a Model of Cancer Progression
Ali Tofigh, Erik Sj̦lund, Mattias H̦glund et al.
Agnostic Selective Classification
Yair Wiener, Ran El-Yaniv
Algorithms and hardness results for parallel large margin learning
Phil Long, Rocco Servedio
Algorithms for Hyper-Parameter Optimization
James S. Bergstra, Rémi Bardenet, Yoshua Bengio et al.