Application Areas

Differentially Private Bayesian Optimization ICML 2015 Differentially Private Learning of Structured Discrete Distributions NeurIPS 2015 Differentially private subspace clustering NeurIPS 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015 Dynamic Sensing: Better Classification under Acquisition Constraints ICML 2015 Early Burst Detection for Memory-Efficient Image Retrieval CVPR 2015 Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015 Efficient and Robust Automated Machine Learning NeurIPS 2015 Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NeurIPS 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification COLT 2015 Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015 Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NeurIPS 2015 Evolving GPU Machine Code JMLR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 FASText: Efficient Unconstrained Scene Text Detector ICCV 2015 Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Fast R-CNN ICCV 2015 Feature-Budgeted Random Forest ICML 2015 Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval CVPR 2015 Generalization in Adaptive Data Analysis and Holdout Reuse NeurIPS 2015 Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off! ICCV 2015