Papers
Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks
Hao Peng, Jianxin Li, Qiran Gong et al.
Improving Cross-lingual Entity Alignment via Optimal Transport
Shichao Pei, Lu Yu, Xiangliang Zhang
Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks
Hogun Park, Jennifer Neville
Indirect Trust is Simple to Establish
Elham Parhizkar, Mohammad Hossein Nikravan, Sandra Zilles
Hill Climbing on Value Estimates for Search-control in Dyna
Yangchen Pan, Hengshuai Yao, Amir-massoud Farahmand et al.
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning
Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
Incremental Learning of Planning Actions in Model-Based Reinforcement Learning
Jun Hao Alvin Ng, Ronald P. A. Petrick
Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization
Mehrnaz Najafi, Lifang He, Philip S. Yu
DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems
Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan
Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control
Jeremy Morton, Freddie D. Witherden, Mykel J. Kochenderfer
Advantage Amplification in Slowly Evolving Latent-State Environments
Martin Mladenov, Ofer Meshi, Jayden Ooi et al.
Robust Flexible Feature Selection via Exclusive L21 Regularization
Di Ming, Chris Ding
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems
Fei Mi, Minlie Huang, Jiyong Zhang et al.
Unsupervised Hierarchical Temporal Abstraction by Simultaneously Learning Expectations and Representations
Katherine Metcalf, David Leake
Anytime Bottom-Up Rule Learning for Knowledge Graph Completion
Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli et al.
On Principled Entropy Exploration in Policy Optimization
Jincheng Mei, Chenjun Xiao, Ruitong Huang et al.
Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation
Yuqing Ma, Xianglong Liu, Shihao Bai et al.
Monte Carlo Tree Search for Policy Optimization
Xiaobai Ma, Katherine Driggs-Campbell, Zongzhang Zhang et al.
AttnSense: Multi-level Attention Mechanism For Multimodal Human Activity Recognition
HaoJie Ma, Wenzhong Li, Xiao Zhang et al.
Weakly Supervised Multi-Label Learning via Label Enhancement
JiaQi Lv, Ning Xu, RenYi Zheng et al.
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation
Yonghong Luo, Ying Zhang, Xiangrui Cai et al.
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning
Sihui Luo, Xinchao Wang, Gongfan Fang et al.
Multi-Objective Generalized Linear Bandits
Shiyin Lu, Guanghui Wang, Yao Hu et al.
Parametric Manifold Learning of Gaussian Mixture Models
Ziquan Liu, Lei Yu, Janet H. Hsiao et al.
Learning Low-precision Neural Networks without Straight-Through Estimator (STE)
Zhi-Gang Liu, Matthew Mattina