Papers
A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification
Shaohuai Shi, Kaiyong Zhao, Qiang Wang et al.
A Core Method for the Weak Completion Semantics with Skeptical Abduction (Extended Abstract)
Emmanuelle-Anna Dietz Saldanha, Steffen Hölldobler, Carroline Dewi Puspa Kencana Ramli et al.
Acquiring Integer Programs from Data
Mohit Kumar, Stefano Teso, Luc De Raedt
ACTA A Tool for Argumentative Clinical Trial Analysis
Tobias Mayer, Elena Cabrio, Serena Villata
Action Space Learning for Heterogeneous User Behavior Prediction
Dongha Lee, Chanyoung Park, Hyunjun Ju et al.
ActiveHNE: Active Heterogeneous Network Embedding
Xia Chen, Guoxian Yu, Jun Wang et al.
Active Learning within Constrained Environments through Imitation of an Expert Questioner
Kalesha Bullard, Yannick Schroecker, Sonia Chernova
AdaLinUCB: Opportunistic Learning for Contextual Bandits
Xueying Guo, Xiaoxiao Wang, Xin Liu
Adapting BERT for Target-Oriented Multimodal Sentiment Classification
Jianfei Yu, Jing Jiang
Adaptive Ensemble Active Learning for Drifting Data Stream Mining
Bartosz Krawczyk, Alberto Cano
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
Thomy Phan, Thomas Gabor, Robert Müller et al.
Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation
Zeping Yu, Jianxun Lian, Ahmad Mahmoody et al.
AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN
Li Zheng, Zhenpeng Li, Jian Li et al.
Addressing Age-Related Bias in Sentiment Analysis
Mark Díaz, Isaac Johnson, Amanda Lazar et al.
A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data
Mingyang Zhang, Tong Li, Hongzhi Shi et al.
A Deep Bi-directional Attention Network for Human Motion Recovery
Qiongjie Cui, Huaijiang Sun, Yupeng Li et al.
A Deep Generative Model for Code Switched Text
Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar et al.
A Degeneracy Framework for Scalable Graph Autoencoders
Guillaume Salha, Romain Hennequin, Viet Anh Tran et al.
Ad Hoc Teamwork With Behavior Switching Agents
Manish Ravula, Shani Alkoby, Peter Stone
A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots
Xueliang Zhao, Chongyang Tao, Wei Wu et al.
A Dual Approach to Verify and Train Deep Networks
Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al.
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
Fuli Luo, Peng Li, Jie Zhou et al.
Advantage Amplification in Slowly Evolving Latent-State Environments
Martin Mladenov, Ofer Meshi, Jayden Ooi et al.
Adversarial Attacks on Neural Networks for Graph Data
Daniel Zügner, Amir Akbarnejad, Stephan Günnemann
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense
Huijun Wu, Chen Wang, Yuriy Tyshetskiy et al.