Papers
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting
Yuyang Gao, Liang Zhao, Lingfei Wu et al.
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
Tingran Gao, Shahab Asoodeh, Yi Huang et al.
Explainable Recommendation through Attentive Multi-View Learning
Jingyue Gao, Xiting Wang, Yasha Wang et al.
Towards Reliable Learning for High Stakes Applications
Jinyang Gao, Junjie Yao, Yingxia Shao
Bayesian Posterior Approximation via Greedy Particle Optimization
Futoshi Futami, Zhenghang Cui, Issei Sato et al.
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing
Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki
Efficient Data Point Pruning for One-Class SVM
Yasuhiro Fujiwara, Sekitoshi Kanai, Junya Arai et al.
Combined Reinforcement Learning via Abstract Representations
Vincent Francois-Lavet, Yoshua Bengio, Doina Precup et al.
The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes
Stanislav Fort, Adam Scherlis
Transductive Bounds for the Multi-Class Majority Vote Classifier
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Hypergraph Neural Networks
Yifan Feng, Haoxuan You, Zizhao Zhang et al.
Collaboration Based Multi-Label Learning
Lei Feng, Bo An, Shuo He
Partial Label Learning with Self-Guided Retraining
Lei Feng, Bo An
Unsupervised Feature Selection by Pareto Optimization
Chao Feng, Chao Qian, Ke Tang
Improved Knowledge Graph Embedding Using Background Taxonomic Information
Bahare Fatemi, Siamak Ravanbakhsh, David Poole
Partial Multi-Label Learning via Credible Label Elicitation
Jun-Peng Fang, Min-Ling Zhang
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
Lijie Fan, Wenbing Huang, Chuang Gan et al.
Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection
Qing En, Lijuan Duan, Zhaoxiang Zhang et al.
How to Combine Tree-Search Methods in Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer et al.
Single-Label Multi-Class Image Classification by Deep Logistic Regression
Qi Dong, Xiatian Zhu, Shaogang Gong
Multistream Classification with Relative Density Ratio Estimation
Bo Dong, Yang Gao, Swarup Chandra et al.
On-Line Adaptative Curriculum Learning for GANs
Thang Doan, João Monteiro, Isabela Albuquerque et al.
Approximate Kernel Selection with Strong Approximate Consistency
Lizhong Ding, Yong Liu, Shizhong Liao et al.
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data
Lizhong Ding, Zhi Liu, Yu Li et al.
Balanced Linear Contextual Bandits
Maria Dimakopoulou, Zhengyuan Zhou, Susan Athey et al.