Papers
Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards
Zhao-Yang Fu, De-Chuan Zhan, Xin-Chun Li et al.
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces
Haotian Fu, Hongyao Tang, Jianye Hao et al.
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing
Chaoyou Fu, Liangchen Song, Xiang Wu et al.
Curriculum Learning for Cumulative Return Maximization
Francesco Foglino, Christiano Coletto Christakou, Ricardo Luna Gutierrez et al.
Deep Session Interest Network for Click-Through Rate Prediction
Yufei Feng, Fuyu Lv, Weichen Shen et al.
Partial Label Learning by Semantic Difference Maximization
Lei Feng, Bo An
GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction
Shen Fang, Qi Zhang, Gaofeng Meng et al.
Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
Zhou Fan, Rui Su, Weinan Zhang et al.
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow
Yujie Fan, Yiming Zhang, Shifu Hou et al.
Mindful Active Learning
Zhila Esna Ashari, Hassan Ghasemzadeh
Fast Algorithm for K-Truss Discovery on Public-Private Graphs
Soroush Ebadian, Xin Huang
Joint Link Prediction and Network Alignment via Cross-graph Embedding
Xingbo Du, Junchi Yan, Hongyuan Zha
Crafting Efficient Neural Graph of Large Entropy
Minjing Dong, Hanting Chen, Yunhe Wang et al.
Group Reconstruction and Max-Pooling Residual Capsule Network
Xinpeng Ding, Nannan Wang, Xinbo Gao et al.
Reinforced Negative Sampling for Recommendation with Exposure Data
Jingtao Ding, Yuhan Quan, Xiangnan He et al.
Marginal Posterior Sampling for Slate Bandits
Maria Dimakopoulou, Nikos Vlassis, Tony Jebara
IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation
Kangle Deng, Tianyi Fei, Xin Huang et al.
Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples
Ariyam Das, Jin Wang, Sahil M. Gandhi et al.
Three-Player Wasserstein GAN via Amortised Duality
Nhan Dam, Quan Hoang, Trung Le et al.
Recommending Links to Maximize the Influence in Social Networks
Federico Corò, Gianlorenzo D'Angelo, Yllka Velaj
Extrapolating Paths with Graph Neural Networks
Jean-Baptiste Cordonnier, Andreas Loukas
A Strongly Asymptotically Optimal Agent in General Environments
Michael K. Cohen, Elliot Catt, Marcus Hutter
Ornstein Auto-Encoders
Youngwon Choi, Joong-Ho Won
Approximate Optimal Transport for Continuous Densities with Copulas
Jinjin Chi, Jihong Ouyang, Ximing Li et al.