Papers
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization
Feiping Nie, Heng Huang, Xiao Cai et al.
Generalized roof duality and bisubmodular functions
Vladimir Kolmogorov
Double Q-learning
Hado V. Hasselt
Guaranteed Rank Minimization via Singular Value Projection
Prateek Jain, Raghu Meka, Inderjit S. Dhillon
Evaluating neuronal codes for inference using Fisher information
Haefner Ralf, Matthias Bethge
Large Margin Multi-Task Metric Learning
Shibin Parameswaran, Kilian Q. Weinberger
A Computational Decision Theory for Interactive Assistants
Alan Fern, Prasad Tadepalli
Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces
Abhinav Gupta, Martial Hebert, Takeo Kanade et al.
Extended Bayesian Information Criteria for Gaussian Graphical Models
Rina Foygel, Mathias Drton
Transduction with Matrix Completion: Three Birds with One Stone
Andrew Goldberg, Ben Recht, Junming Xu et al.
Deep Coding Network
Yuanqing Lin, Tong Zhang, Shenghuo Zhu et al.
Label Embedding Trees for Large Multi-Class Tasks
Samy Bengio, Jason Weston, David Grangier
Learning Kernels with Radiuses of Minimum Enclosing Balls
Kun Gai, Guangyun Chen, Chang-shui Zhang
Decomposing Isotonic Regression for Efficiently Solving Large Problems
Ronny Luss, Saharon Rosset, Moni Shahar
Tiled convolutional neural networks
Jiquan Ngiam, Zhenghao Chen, Daniel Chia et al.
On Herding and the Perceptron Cycling Theorem
Andrew Gelfand, Yutian Chen, Laurens Maaten et al.
Linear readout from a neural population with partial correlation data
Adrien Wohrer, Ranulfo Romo, Christian K. Machens
Relaxed Clipping: A Global Training Method for Robust Regression and Classification
Min Yang, Linli Xu, Martha White et al.
Generative Local Metric Learning for Nearest Neighbor Classification
Yung-kyun Noh, Byoung-tak Zhang, Daniel D. Lee
A Dirty Model for Multi-task Learning
Ali Jalali, Sujay Sanghavi, Chao Ruan et al.
Agnostic Active Learning Without Constraints
Alina Beygelzimer, Daniel J. Hsu, John Langford et al.
Highly scalable appearance-only SLAM - FAB-MAP 2.0
M. Cummins and P. Newman
Large scale graph-based SLAM using aerial images as prior information
R. Kummerle, B. Steder, C. Dornhege et al.
Feedback control for steering needles through 3D deformable tissue using helical paths
K. Hauser, R. Alterovitz, N. Chentanez et al.
Bridging the gap between passivity and transparency
M. Franken, S. Stramigioli, R. Reilink et al.