ICML 2014
310 papers
Recurrent Convolutional Neural Networks for Scene Labeling
Pedro Pinheiro, Ronan Collobert
An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization
Qihang Lin, Lin Xiao
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization
Shai Shalev-shwartz, Tong Zhang
Active Detection via Adaptive Submodularity
Yuxin Chen, Hiroaki Shioi, Cesar Fuentes Montesinos, Lian Pin Koh, Serge Wich
Fast Stochastic Alternating Direction Method of Multipliers
Wenliang Zhong, James Kwok
The Coherent Loss Function for Classification
Wenzhuo Yang, Melvyn Sim, Huan Xu
Covering Number for Efficient Heuristic-based POMDP Planning
Zongzhang Zhang, David Hsu, Wee Sun Lee
Demystifying Information-Theoretic Clustering
Greg Ver Steeg, Aram Galstyan, Fei Sha, Simon DeDeo
Kernel Mean Estimation and Stein Effect
Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur, Arthur Gretton, Bernhard Schoelkopf
A Discriminative Latent Variable Model for Online Clustering
Rajhans Samdani, Kai-Wei Chang, Dan Roth