Papers
Linear-Time Outlier Detection via Sensitivity
Mario Lucic, Olivier Bachem, Andreas Krause
Natural Supervised Hashing
Qi Liu, Hongtao Lu
Aligning Users across Social Networks Using Network Embedding
Li Liu, William K. Cheung, Xin Li et al.
Supervised Matrix Factorization for Cross-Modality Hashing
Hong Liu, Rongrong Ji, Yongjian Wu et al.
Towards Convolutional Neural Networks Compression via Global Error Reconstruction
Shaohui Lin, Rongrong Ji, Xiaowei Guo et al.
Learning to Detect Concepts from Webly-Labeled Video Data
Junwei Liang, Lu Jiang, Deyu Meng et al.
Group-Invariant Cross-Modal Subspace Learning
Jian Liang, Ran He, Zhenan Sun et al.
Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback
Defu Lian, Yong Ge, Nicholas Jing Yuan et al.
Graph Quality Judgement: A Large Margin Expedition
Yu-Feng Li, Shao-Bo Wang, Zhi-Hua Zhou
Multi-View Learning with Limited and Noisy Tagging
Yingming Li, Ming Yang, Zenglin Xu et al.
Feature Learning Based Deep Supervised Hashing with Pairwise Labels
Wu-Jun Li, Sheng Wang, Wang-Cheng Kang
Multiple Kernel Clustering with Local Kernel Alignment Maximization
Miaomiao Li, Xinwang Liu, Lei Wang et al.
Joint Feature Selection and Structure Preservation for Domain Adaptation
Jingjing Li, Jidong Zhao, Ke Lu
Adversarial Sequence Tagging
Jia Li, Kaiser Asif, Hong Wang et al.
A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback
Huayu Li, Richang Hong, Defu Lian et al.
Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information
Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar et al.
Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors
Sang-Woo Lee, Chung-Yeon Lee, Dong Hyun Kwak et al.
Learning Multi-Step Predictive State Representations
Lucas Langer, Borja Balle, Doina Precup
Bounds for Learning from Evolutionary-Related Data in the Realizable Case
Ondřej Kuželka, Yuyi Wang, Jan Ramon
Constructing Abstraction Hierarchies Using a Skill-Symbol Loop
George Konidaris
On Structural Properties of MDPs that Bound Loss Due to Shallow Planning
Nan Jiang, Satinder Singh, Ambuj Tewari
Robust Out-of-Sample Data Recovery
Bo Jiang, Chris Ding, Bin Luo
Multi-Label Informed Feature Selection
Ling Jian, Jundong Li, Kai Shu et al.