International Joint Conference on Artificial Intelligence 2019: all accepted papers
- DDL: Deep Dictionary Learning for Predictive Phenotyping ↗Tianfan Fu, Trong Nghia Hoang, Cao Xiao et al.22 citations
- Demystifying the Combination of Dynamic Slicing and Spectrum-based Fault Localization ↗Sofia Reis, Rui Abreu, Marcelo d’Amorim22 citations
- Discriminative Sample Generation for Deep Imbalanced Learning ↗Ting Guo, Xingquan Zhu, Yang Wang et al.22 citations
- Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies ↗Muhammad Masood, Finale Doshi‐Velez22 citations
- Imitation Learning from Video by Leveraging Proprioception ↗Faraz Torabi, Garrett Warnell, Peter Stone22 citations
- Learning to Learn Gradient Aggregation by Gradient Descent ↗Jinlong Ji, Xuhui Chen, Qianlong Wang et al.22 citations
- Perturbed-History Exploration in Stochastic Multi-Armed Bandits ↗Branislav Kveton, Csaba Szepesvári, Mohammad Ghavamzadeh et al.22 citations
- Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions ↗Emir Demirović, Peter J. Stuckey, James Bailey et al.22 citations
- Probabilistic Strategy Logic ↗Benjamin Aminof, Marta Kwiatkowska, Bastien Maubert et al.22 citations
- Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration ↗Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei et al.22 citations
- Data Complexity and Rewritability of Ontology-Mediated Queries in Metric Temporal Logic under the Event-Based Semantics ↗Vladislav Ryzhikov, Przemysław Andrzej Wałęga, Michael Zakharyaschev21 citations
- Deep Recurrent Quantization for Generating Sequential Binary Codes ↗Jingkuan Song, Xiaosu Zhu, Lianli Gao et al.21 citations
- Differentially Private Optimal Transport: Application to Domain Adaptation ↗Nam LeTien, Amaury Habrard, Marc Sebban21 citations
- Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning ↗Min Yang, Lei Chen, Xiaojun Chen et al.21 citations
- MAT-Net: Medial Axis Transform Network for 3D Object Recognition ↗Jianwei Hu, Bin Wang, Lihui Qian et al.21 citations
- Multiple Noisy Label Distribution Propagation for Crowdsourcing ↗Hao Zhang, Liangxiao Jiang, Wenqiang Xu21 citations
- PRoFET: Predicting the Risk of Firms from Event Transcripts ↗Christoph Kilian Theil, Samuel Broscheit, Heiner Stuckenschmidt21 citations
- Persistence Bag-of-Words for Topological Data Analysis ↗Bartosz Zieliński, Michał Lipiński, Mateusz Juda et al.21 citations
- Planning for LTLf /LDLf Goals in Non-Markovian Fully Observable Nondeterministic Domains ↗Ronen I. Brafman, Giuseppe De Giacomo21 citations
- Quaternion Collaborative Filtering for Recommendation ↗Shuai Zhang, Lina Yao, Lucas Vinh Tran et al.21 citations
- Recommending Links to Maximize the Influence in Social Networks ↗Federico Corò, Gianlorenzo D’Angelo, Yllka Velaj21 citations
- Representation Learning-Assisted Click-Through Rate Prediction ↗Robin Wentao Ouyang, Xiuwu Zhang, Shukui Ren et al.21 citations
- SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks ↗Alireza Abedin, S. Hamid Rezatofighi, Qinfeng Shi et al.21 citations
- The Provable Virtue of Laziness in Motion Planning ↗Nika Haghtalab, Simon Mackenzie, Ariel D. Procaccia et al.21 citations
- Weakly Supervised Multi-Label Learning via Label Enhancement ↗Jiaqi Lv, Ning Xu, Renyi Zheng et al.21 citations
- A Quantitative Analysis of Multi-Winner Rules ↗Martin Lackner, Piotr Skowron20 citations
- KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network ↗Donghyeon Park, Keonwoo Kim, Yonggyu Park et al.20 citations
- Low-Bit Quantization for Attributed Network Representation Learning ↗Hong Tao Yang, Shirui Pan, Ling Chen et al.20 citations
- Partitioning Techniques in LTLf Synthesis ↗Lucas M. Tabajara, Moshe Y. Vardi20 citations
- RecoNet: An Interpretable Neural Architecture for Recommender Systems ↗Francesco Fusco, Michail Vlachos, Vasileios Vasileiadis et al.20 citations
- SAGE: A Hybrid Geopolitical Event Forecasting System ↗Fred Morstatter, Aram Galstyan, Gleb Satyukov et al.20 citations
- SPINE: Structural Identity Preserved Inductive Network Embedding ↗Junliang Guo, Linli Xu, Jingchang Liu20 citations
- An Ordinal Banzhaf Index for Social Ranking ↗Hossein Khani, Stefano Moretti, Meltem Öztürk19 citations
- Autoregressive Policies for Continuous Control Deep Reinforcement Learning ↗Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan et al.19 citations
- Causal Discovery with Cascade Nonlinear Additive Noise Model ↗Ruichu Cai, Jie Qiao, Kun Zhang et al.19 citations
- CoSegNet: Image Co-segmentation using a Conditional Siamese Convolutional Network ↗Sayan Banerjee, Avik Hati, Subhasis Chaudhuri et al.19 citations
- Densely Connected Attention Flow for Visual Question Answering ↗Fei Liu, Jing Liu, Zhiwei Fang et al.19 citations
- Discrete Trust-aware Matrix Factorization for Fast Recommendation ↗Guibing Guo, Enneng Yang, Li Shen et al.19 citations
- Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning ↗Zhenshan Bing, Christian Lemke, Zhuangyi Jiang et al.19 citations
- Enhancing Stock Movement Prediction with Adversarial Training ↗Fuli Feng, Huimin Chen, Xiangnan He et al.19 citations
- Feature Evolution Based Multi-Task Learning for Collaborative Filtering with Social Trust ↗Qitian Wu, Lei Jiang, Xiaofeng Gao et al.19 citations
- Hallucinating Optical Flow Features for Video Classification ↗Yongyi Tang, Lin Ma, Lianqiang Zhou19 citations
- Inter-node Hellinger Distance based Decision Tree ↗Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Ali et al.19 citations
- Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks ↗Seungwon Lee, JAMES M. STOKES, Eric Eaton19 citations
- Maximin-Aware Allocations of Indivisible Goods ↗Hau Chan, Jing Chen, Bo Li et al.19 citations
- Medical Concept Representation Learning from Multi-source Data ↗Tian Bai, Brian Lee Egleston, Richard J. Bleicher et al.19 citations
- Model-Agnostic Adversarial Detection by Random Perturbations ↗Bo Huang, Yi Wang, Wei Wang19 citations
- Model-Based Diagnosis with Multiple Observations ↗Alexey Ignatiev, António Morgado, Georg Weißenbacher et al.19 citations
- On Causal Identification under Markov Equivalence ↗Amin Jaber, Jiji Zhang, Elias Bareinboim19 citations
- On Guiding Search in HTN Planning with Classical Planning Heuristics ↗Daniel Höller, Pascal Bercher, Gregor Behnke et al.19 citations
- Online Probabilistic Goal Recognition over Nominal Models ↗Ramon Fraga Pereira, Mor Vered, Felipe Rech Meneguzzi et al.19 citations
- Adversarial Imitation Learning from Incomplete Demonstrations ↗Mingfei Sun, Xiaojuan Ma18 citations
- Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints ↗Joachim Giesen, Soeren Laue18 citations
- Complexity of Manipulating and Controlling Approval-Based Multiwinner Voting ↗Yongjie Yang18 citations
- Deep Spectral Kernel Learning ↗Hui Xue, Zheng-Fan Wu, Weixiang Sun18 citations
- Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning ↗Evgenii Tsymbalov, Sergei Makarychev, Alexander V. Shapeev et al.18 citations
- Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning ↗Lingxiao Wang, Quanquan Gu18 citations
- Dynamically Visual Disambiguation of Keyword-based Image Search ↗Yazhou Yao, Zeren Sun, Fumin Shen et al.18 citations
- Exploring the Task Cooperation in Multi-goal Visual Navigation ↗Yuechen Wu, Zhenhuan Rao, Wei Zhang et al.18 citations
- Extensible Cross-Modal Hashing ↗Tianyi Chen, Lan Zhang, Shi-cong Zhang et al.18 citations
- GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks ↗Ziyao Li, Liang Zhang, Guojie Song18 citations
- Generalized Potential Heuristics for Classical Planning ↗Guillem Marca Francés, Augusto B. Corrêa, Cedric Geissmann et al.18 citations
- Group Reconstruction and Max-Pooling Residual Capsule Network ↗Xinpeng Ding, Nannan Wang, Xinbo Gao et al.18 citations
- Heavy-ball Algorithms Always Escape Saddle Points ↗Tao Sun, Dongsheng Li, Zhe Quan et al.18 citations
- Hypergraph Induced Convolutional Manifold Networks ↗Taisong Jin, Liujuan Cao, Baochang Zhang et al.18 citations
- Improving Nash Social Welfare Approximations ↗Jugal Garg, Peter McGlaughlin18 citations
- Learning Unsupervised Visual Grounding Through Semantic Self-Supervision ↗Syed Ashar Javed, Shreyas Saxena, Vineet Gandhi18 citations
- Linear Time Complexity Time Series Clustering with Symbolic Pattern Forest ↗Xiaosheng Li, Jessica Lin, Liang Zhao18 citations
- Portioning Using Ordinal Preferences: Fairness and Efficiency ↗Stéphane Airiau, Haris Aziz, Ioannis Caragiannis et al.18 citations
- Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation ↗Yang Gao, Christian M. Meyer, Mohsen Mesgar et al.18 citations
- Strategy Logic with Simple Goals: Tractable Reasoning about Strategies ↗Francesco Belardinelli, Wojciech Jamroga, Damian Kurpiewski et al.18 citations
- Trend-Aware Tensor Factorization for Job Skill Demand Analysis ↗Xunxian Wu, Tong Xu, Hengshu Zhu et al.18 citations
- A Latent Variable Model for Learning Distributional Relation Vectors ↗José Camacho-Collados, Luis Espinosa-Anke, Shoaib Jameel et al.17 citations
- Almost Envy-Freeness in Group Resource Allocation ↗Maria Kyropoulou, Warut Suksompong, Alexandros A. Voudouris17 citations
- AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot ↗Cen Chen, Xiaolu Zhang, Ju Sheng et al.17 citations
- Approval-Based Elections and Distortion of Voting Rules ↗Grzegorz Pierczyński, Piotr Skowron17 citations
- Correct-and-Memorize: Learning to Translate from Interactive Revisions ↗Rongxiang Weng, Hao Zhou, Shujian Huang et al.17 citations
- Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm ↗Mengdi Huai, Hongfei Xue, Chenglin Miao et al.17 citations
- Explanations for Query Answers under Existential Rules ↗İsmail İlkan Ceylan, Thomas Lukasiewicz, Enrico Malizia et al.17 citations
- Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons ↗Rong Xiao, Qiang Yu, Rui Yan et al.17 citations
- From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots ↗Shizhe Chen, Qin Jin, Jianlong Fu17 citations
- Hyper-parameter Tuning under a Budget Constraint ↗Zhiyun Lu, Liyu Chen, Chao-Kai Chiang et al.17 citations
- Imitative Attacker Deception in Stackelberg Security Games ↗Thanh H. Nguyen, Haifeng Xu17 citations
- Latent Semantics Encoding for Label Distribution Learning ↗Suping Xu, Lin Shang, Furao Shen17 citations
- Multi-Robot Planning Under Uncertain Travel Times and Safety Constraints ↗Masoumeh Iran Mansouri, Bruno Lacerda, Nick Hawes et al.17 citations
- On Principled Entropy Exploration in Policy Optimization ↗Jincheng Mei, Chenjun Xiao, Ruitong Huang et al.17 citations
- Revisiting Controlled Query Evaluation in Description Logics ↗Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo17 citations
- The Price of Local Fairness in Multistage Selection ↗Vitalii Emelianov, George Arvanitakis, Nicolas Gast et al.17 citations
- Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations ↗Neil Veira, Brian Keng, Kanchana Padmanabhan et al.17 citations
- A*+IDA*: A Simple Hybrid Search Algorithm ↗Zhaoxing Bu, Richard E. Korf16 citations
- Bidirectional Active Learning with Gold-Instance-Based Human Training ↗Feilong Tang16 citations
- Dispatching Through Pricing: Modeling Ride-Sharing and Designing Dynamic Prices ↗Mengjing Chen, Weiran Shen, Pingzhong Tang et al.16 citations
- Dynamic Item Block and Prediction Enhancing Block for Sequential Recommendation ↗Guibing Guo, Shichang Ouyang, Xiaodong He et al.16 citations
- Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation ↗Yasushi Kawase, Yuko Kuroki, Atsushi Miyauchi16 citations
- Graphical One-Sided Markets ↗Sagar Massand, Sunil Simon16 citations
- Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human and Agent Demonstrations ↗Zhaodong Wang, Matthew Edmund Taylor16 citations
- Low Shot Box Correction for Weakly Supervised Object Detection ↗Tianxiang Pan, Bin Wang, Guiguang Ding et al.16 citations
- Metadata-driven Task Relation Discovery for Multi-task Learning ↗Zimu Zheng, Yuqi Wang, Quanyu Dai et al.16 citations
- Multi-Class Learning using Unlabeled Samples: Theory and Algorithm ↗Jian Li, Yong Liu, Rong Yin et al.16 citations
- On the Tree Representations of Dichotomous Preferences ↗Yongjie Yang16 citations
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