Papers
Efficient and Parsimonious Agnostic Active Learning
Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu et al.
Efficient and Robust Automated Machine Learning
Matthias Feurer, Aaron Klein, Katharina Eggensperger et al.
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation
Toufiq Parag, Dan C. Ciresan, Alessandro Giusti
Efficient Compressive Phase Retrieval with Constrained Sensing Vectors
Sohail Bahmani, Justin Romberg
Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras
Ahmed Elhayek, Edilson de Aguiar, Arjun Jain et al.
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts
Margret Keuper, Evgeny Levinkov, Nicolas Bonneel et al.
Efficient Estimation of Mutual Information for Strongly Dependent Variables
Shuyang Gao, Greg Ver Steeg, Aram Galstyan
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets
Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier
Efficient Globally Optimal Consensus Maximisation With Tree Search
Tat-Jun Chin, Pulak Purkait, Anders Eriksson et al.
Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition
Alex Gorodetsky, Sertac Karaman, Youssef Marzouk
Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Kai-Fu Yang, Shao-Bing Gao, Yong-Jie Li
Efficient Label Collection for Unlabeled Image Datasets
Maggie Wigness, Bruce A. Draper, J. Ross Beveridge
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction
Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama
Efficient Learning in Large-Scale Combinatorial Semi-Bandits
Zheng Wen, Branislav Kveton, Azin Ashkan
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression
Yu-Ying Liu, Shuang Li, Fuxin Li et al.
Efficient Learning of Linear Separators under Bounded Noise
Pranjal Awasthi, Maria-Florina Balcan, Nika Haghtalab et al.
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo
Gottfried Graber, Jonathan Balzer, Stefano Soatto et al.
Efficient Non-greedy Optimization of Decision Trees
Mohammad Norouzi, Maxwell Collins, Matthew A Johnson et al.
Efficient Object Localization Using Convolutional Networks
Jonathan Tompson, Ross Goroshin, Arjun Jain et al.
Efficient Output Kernel Learning for Multiple Tasks
Pratik Kumar Jawanpuria, Maksim Lapin, Matthias Hein et al.
Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification
Shengcai Liao, Stan Z. Li
Efficient Representations for Lifelong Learning and Autoencoding
Maria-Florina Balcan, Avrim Blum, Santosh Vempala
Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification
Dehua Cheng, Yu Cheng, Yan Liu et al.
Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition
Peng Wang, Chunhua Shen, Anton van den Hengel