Papers
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 Generalized Conditional Gradient with Gradient Sliding for Composite Optimization
Yiu-ming Cheung, Jian Lou
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 Hyper-parameter Optimization for NLP Applications
Lidan Wang, Minwei Feng, Bowen Zhou et al.
Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Kai-Fu Yang, Shao-Bing Gao, Yong-Jie Li
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing
Xuezhe Ma, Eduard Hovy
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 for Undirected Topic Models
Jiatao Gu, Victor O.K. Li
Efficient Learning for Undirected Topic Models
Jiatao Gu, Victor O.K. Li
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.
Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks
Michael Sioutis, Sanjiang Li, Jean-Francois Condotta
Efficiently Finding Conditional Instruments for Causal Inference
Benito van der Zander, Johannes Textor, Maciej Liskiewicz
Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang, Doug Downey, Jordan Boyd-Graber
Efficient Methods for Inferring Large Sparse Topic Hierarchies
Doug Downey, Chandra Bhagavatula, Yi Yang
Efficient Methods for Inferring Large Sparse Topic Hierarchies
Doug Downey, Chandra Bhagavatula, Yi Yang
Efficient Methods for Multi-Objective Decision-Theoretic Planning
Diederik Marijn Roijers
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo
Gottfried Graber, Jonathan Balzer, Stefano Soatto et al.
Efficient Model Based Diagnosis with Maximum Satisfiability
Joao Marques-Silva, Mikoláš Janota, Alexey Ignatiev 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.