Papers
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing
Yuchen Guo, Guiguang Ding, Jungong Han et al.
Robust Asymmetric Bayesian Adaptive Matrix Factorization
Xin Guo, Boyuan Pan, Deng Cai et al.
Improved Deep Embedded Clustering with Local Structure Preservation
Xifeng Guo, Long Gao, Xinwang Liu et al.
ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery
Xiaojie Guo, Zhouchen Lin
Exclusivity Regularized Machine: A New Ensemble SVM Classifier
Xiaojie Guo, Xiaobo Wang, Haibin Ling
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data
Jinjin Guo, Zhiguo Gong
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
Huifeng Guo, Ruiming TANG, Yunming Ye et al.
Extracting Visual Knowledge from the Web with Multimodal Learning
Dihong Gong, Daisy Zhe Wang
Sample Efficient Policy Search for Optimal Stopping Domains
Karan Goel, Christoph Dann, Emma Brunskill
Towards Understanding the Invertibility of Convolutional Neural Networks
Anna Gilbert, Yi Zhang, Kibok Lee et al.
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World
Sahil Garg, Irina Rish, Guillermo Cecchi et al.
Identifying Human Mobility via Trajectory Embeddings
Qiang Gao, Fan Zhou, Kunpeng Zhang et al.
SVD-Based Screening for the Graphical Lasso
Yasuhiro Fujiwara, Naoki Marumo, Mathieu Blondel et al.
On the Complexity of Learning from Label Proportions
Benjamin Fish, Lev Reyzin
Dynamic Multi-Task Learning with Convolutional Neural Network
Yuchun Fang, Zhengyan Ma, Zhaoxiang Zhang et al.
Object Detection Meets Knowledge Graphs
Yuan Fang, Kingsley Kuan, Jie Lin et al.
Improved Bounded Matrix Completion for Large-Scale Recommender Systems
Huang Fang, Zhang Zhen, Yiqun Shao et al.
Top-k Supervise Feature Selection via ADMM for Integer Programming
Mingyu Fan, Xiaojun Chang, Xiaoqin Zhang et al.
Learning to Learn Programs from Examples: Going Beyond Program Structure
Kevin Ellis, Sumit Gulwani
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation
Sebastijan Dumancic, Hendrik Blockeel
Semi-Supervised Learning for Surface EMG-based Gesture Recognition
Yu Du, Yongkang Wong, Wenguang Jin et al.
Collaborative Rating Allocation
Yali Du, Chang Xu, Dacheng Tao
Privileged Matrix Factorization for Collaborative Filtering
Yali Du, Chang Xu, Dacheng Tao
Autoencoder Regularized Network For Driving Style Representation Learning
Weishan Dong, Ting Yuan, Kai Yang et al.
Logic Tensor Networks for Semantic Image Interpretation
Ivan Donadello, Luciano Serafini, Artur d'Avila Garcez