Papers
Scalable Training of Mixture Models via Coresets
Dan Feldman, Matthew Faulkner, Andreas Krause
Composite Multiclass Losses
Elodie Vernet, Mark D. Reid, Robert C. Williamson
Multiclass Boosting: Theory and Algorithms
Mohammad J. Saberian, Nuno Vasconcelos
Structure Learning for Optimization
Shulin Yang, Ali Rahimi
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints
Omar Z. Khan, Pascal Poupart, John-mark M. Agosta
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
Cristina Savin, Peter Dayan, Máté Lengyel
Understanding the Intrinsic Memorability of Images
Phillip Isola, Devi Parikh, Antonio Torralba et al.
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm
Julie Dethier, Paul Nuyujukian, Chris Eliasmith et al.
Metric Learning with Multiple Kernels
Jun Wang, Huyen T. Do, Adam Woznica et al.
Ranking annotators for crowdsourced labeling tasks
Vikas C. Raykar, Shipeng Yu
Learning Anchor Planes for Classification
Ziming Zhang, Lubor Ladicky, Philip Torr et al.
Sparse Recovery with Brownian Sensing
Alexandra Carpentier, Odalric-ambrym Maillard, Rémi Munos
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
Quoc V. Le, Alexandre Karpenko, Jiquan Ngiam et al.
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Benjamin Recht, Christopher Re, Stephen Wright et al.
Query-Aware MCMC
Michael L. Wick, Andrew McCallum
Spectral Methods for Learning Multivariate Latent Tree Structure
Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu et al.
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
Joni K. Pajarinen, Jaakko Peltonen
Policy Gradient Coagent Networks
Philip S. Thomas
Evaluating the inverse decision-making approach to preference learning
Alan Jern, Christopher G. Lucas, Charles Kemp
Analytical Results for the Error in Filtering of Gaussian Processes
Alex K. Susemihl, Ron Meir, Manfred Opper
Why The Brain Separates Face Recognition From Object Recognition
Joel Z. Leibo, Jim Mutch, Tomaso Poggio
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts
Matthias Hein, Simon Setzer
Sparse Filtering
Jiquan Ngiam, Zhenghao Chen, Sonia A. Bhaskar et al.
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation
Zhouchen Lin, Risheng Liu, Zhixun Su