International Joint Conference on Artificial Intelligence 2019: all accepted papers
- Path Planning with CPD Heuristics ↗Massimo Bono, Alfonso Gerevini, Daniel Harabor et al.16 citations
- Reasoning about Quality and Fuzziness of Strategic Behaviours ↗Patricia Bouyer, Orna Kupferman, Nicolas Markey et al.16 citations
- Scaling Fine-grained Modularity Clustering for Massive Graphs ↗Hiroaki Shiokawa, Toshiyuki Amagasa, Hiroyuki Kitagawa16 citations
- Split Q Learning: Reinforcement Learning with Two-Stream Rewards ↗Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi16 citations
- Sybil-Resilient Reality-Aware Social Choice ↗Gal Shahaf, Ehud Y. Shapiro, Nimrod Talmon16 citations
- Truly Batch Apprenticeship Learning with Deep Successor Features ↗Donghun Lee, Srivatsan Srinivasan, Finale Doshi‐Velez16 citations
- Unobserved Is Not Equal to Non-existent: Using Gaussian Processes to Infer Immediate Rewards Across Contexts ↗Hamoon Azizsoltani, Yeo Jin Kim, Markel Sanz Ausin et al.16 citations
- An Efficient Algorithm for Skeptical Preferred Acceptance in Dynamic Argumentation Frameworks ↗Gianvincenzo Alfano, Sergio Greco, Francesco Parisi15 citations
- Approximability of Constant-horizon Constrained POMDP ↗Majid Khonji, Ashkan M.Z. Jasour, Brian Charles Williams15 citations
- Balancing Explicability and Explanations in Human-Aware Planning ↗Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati B15 citations
- Diffusion and Auction on Graphs ↗Bin Li, Dong Hao, Dengji Zhao et al.15 citations
- Dual-Path in Dual-Path Network for Single Image Dehazing ↗Aiping Yang, Haixin Wang, Zhong Ji et al.15 citations
- DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems ↗Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan15 citations
- GAN-EM: GAN Based EM Learning Framework ↗Wentian Zhao, Shaojie Wang, Zhihuai Xie et al.15 citations
- Generative Image Inpainting with Submanifold Alignment ↗Ang Li, Jianzhong Qi, Rui Zhang et al.15 citations
- Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach ↗Junshuang Wu, Richong Zhang, Yongyi Mao et al.15 citations
- Novel Collaborative Filtering Recommender Friendly to Privacy Protection ↗Jun Wang, Qiang Tang, Afonso Arriaga et al.15 citations
- Principal Component Analysis in the Local Differential Privacy Model ↗Di Wang, Jinhui Xu15 citations
- Privacy-Preserving Obfuscation of Critical Infrastructure Networks ↗Ferdinando Fioretto, Terrence W. K. Mak, Pascal Van Hentenryck15 citations
- Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs ↗Chunlei Liu, Wenrui Ding, Xin Xia et al.15 citations
- Semantic Characterization of Data Services through Ontologies ↗Gianluca Cima, Maurizio Lenzerini B, Antonella Poggi15 citations
- Sharing Experience in Multitask Reinforcement Learning ↗Tung-Long Vuong, Do Van Nguyen, Tai-Long Nguyen et al.15 citations
- The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning ↗Bonggun Shin, Hao Yang, Jinho D. Choi15 citations
- Unifying the Stochastic and the Adversarial Bandits with Knapsack ↗Anshuka Rangi, Massimo Franceschetti, Long Tran-Thanh15 citations
- A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees ↗Klaus Broelemann, Gjergji Kasneci14 citations
- AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing ↗María del Carmen Fernández Martínez, Alberto Fernández14 citations
- Active Learning within Constrained Environments through Imitation of an Expert Questioner ↗Kalesha Bullard, Yannick Schroecker, Sonia Chernova14 citations
- An Efficient Evolutionary Algorithm for Minimum Cost Submodular Cover ↗Victoria G. Crawford14 citations
- Constraint Programming for Mining Borders of Frequent Itemsets ↗Mohamed-Bachir Belaid, Christian Bessière, Nadjib Lazaar14 citations
- Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification ↗Wanshan Zheng, Zibin Zheng, Hai Wan et al.14 citations
- Entity Alignment for Cross-lingual Knowledge Graph with Graph Convolutional Networks ↗Fan Xiong, Jianliang Gao14 citations
- Fair and Explainable Dynamic Engagement of Crowd Workers ↗Han Yu, Yang Liu, Xiguang Wei et al.14 citations
- Incorporating Structural Information for Better Coreference Resolution ↗Fang Kong, Fu Jian14 citations
- Influence of State-Variable Constraints on Partially Observable Monte Carlo Planning ↗Alberto Castellini, Georgios Chalkiadakis, Alessandro Farinelli14 citations
- Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty ↗Minglong Li, Wenjing Yang, Zhongxuan Cai et al.14 citations
- Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances ↗Kai Liu, Lodewijk Brand, Hua Wang et al.14 citations
- Learning for Tail Label Data: A Label-Specific Feature Approach ↗Tong Wei, Wei-Wei Tu, Yu-Feng Li14 citations
- Measuring Structural Similarities in Finite MDPs ↗Hao Wang, Shaokang Dong, Ling Shao14 citations
- Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks ↗Zhu Zhang, Zhou Li Zhao, Zhijie Lin et al.14 citations
- Reading selectively via Binary Input Gated Recurrent Unit ↗Zhe Li, Peisong Wang, Hanqing Lu et al.14 citations
- Strategyproof and Approximately Maxmin Fair Share Allocation of Chores ↗Haris Aziz, Bo Li, Xiaowei Wu14 citations
- Swarm Engineering Through Quantitative Measurement of Swarm Robotic Principles in a 10,000 Robot Swarm ↗John Harwell, Maria L. Gini14 citations
- Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks ↗Yun Wang, Lun Du, Guojie Song et al.14 citations
- A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning ↗Zefeng Chen, Yuren Zhou, Xiaoyu He et al.13 citations
- Achieving a Fairer Future by Changing the Past ↗Jiafan He, Ariel D. Procaccia, Alexandros Psomas et al.13 citations
- Compact Representation of Value Function in Partially Observable Stochastic Games ↗Karel Horák, Branislav Bošanský, Christopher D. Kiekintveld et al.13 citations
- Conditions for Avoiding Node Re-expansions in Bounded Suboptimal Search ↗Jingwei Chen, Nathan Sturtevant13 citations
- Cooperative Pruning in Cross-Domain Deep Neural Network Compression ↗Shangyu Chen, Wenya Wang, Sinno Jialin Pan13 citations
- Fully Distributed Bayesian Optimization with Stochastic Policies ↗Javier Garcia-Barcos, Rubén Martínez-Cantín13 citations
- HMLasso: Lasso with High Missing Rate ↗Masaaki Takada, Hironori Fujisawa, Takeichiro Nishikawa13 citations
- High Performance Gesture Recognition via Effective and Efficient Temporal Modeling ↗Yang Yi, Feng Ni, Yuexin Ma et al.13 citations
- Image-to-Image Translation with Multi-Path Consistency Regularization ↗Jianxin Lin, Yingce Xia, Yijun Wang et al.13 citations
- Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions ↗Alberto Marchesi, Matteo Castiglioni, Nicola Gatti13 citations
- Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples ↗Ariyam Das, Jin Wang, Sahil M. Gandhi et al.13 citations
- Localizing Unseen Activities in Video via Image Query ↗Zhu Zhang, Zhou Li Zhao, Zhijie Lin et al.13 citations
- Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition ↗Bing Cao, Nannan Wang, Xinbo Gao et al.13 citations
- Neural Networks for Predicting Human Interactions in Repeated Games ↗Yoav Kolumbus, Gali Noti13 citations
- One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks ↗Tao He, Yuan-Fang Li, Lianli Gao et al.13 citations
- OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models ↗Manuel Arias, Jorge Pérez‐Martín, Manuel Luque et al.13 citations
- Playing Card-Based RTS Games with Deep Reinforcement Learning ↗Tianyu Liu, Zijie Zheng, Hongchang Li et al.13 citations
- Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization ↗Wanli Shi, Bin Gu, Xiang Li et al.13 citations
- Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search ↗Thomas Gabor, J. Hencil Peter, Thomy Phan et al.13 citations
- Variational Graph Embedding and Clustering with Laplacian Eigenmaps ↗Zitai Chen, Chuan Chen, Zong Zhang et al.13 citations
- Worst-Case Discriminative Feature Selection ↗Shuangli Liao, Quanxue Gao, Feiping Nie et al.13 citations
- A Value-based Trust Assessment Model for Multi-agent Systems ↗Kinzang Chhogyal, Abhaya Nayak, Aditya Ghose et al.12 citations
- AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations ↗Tiago de Oliveira Pinto, Zita Vale12 citations
- Chasing Sets: How to Use Existential Rules for Expressive Reasoning ↗David Carral, Irina Dragoste, Markus Krötzsch et al.12 citations
- Discrete Binary Coding based Label Distribution Learning ↗Ke Wang, Xin Geng12 citations
- Evaluating the Interpretability of the Knowledge Compilation Map: Communicating Logical Statements Effectively ↗Serena Booth, Christian Muise, Julie Shah12 citations
- How to Tame Your Anticipatory Algorithm ↗Allegra De Filippo, Michele Lombardi, Michela Milano12 citations
- Incremental Learning of Planning Actions in Model-Based Reinforcement Learning ↗Jun Hao Alvin Ng, Ronald P. A. Petrick12 citations
- KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network ↗Linghua Zeng, Zhangcheng Wang, Xinmei Tian12 citations
- LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning ↗Qinqin Zhou, Bineng Zhong, Xiangyuan Lan et al.12 citations
- Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method ↗Haoxuan Yang, Kai Liu, Hua Wang et al.12 citations
- Monitoring of a Dynamic System Based on Autoencoders ↗Aomar Osmani, Massinissa Hamidi, Salah Bouhouche12 citations
- On Constrained Open-World Probabilistic Databases ↗Tal Friedman, Guy Van den Broeck12 citations
- Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos ↗Haofei Xu, Jianmin Zheng, Jianfei Cai et al.12 citations
- A Dual Approach to Verify and Train Deep Networks ↗Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al.11 citations
- A Privacy Preserving Collusion Secure DCOP Algorithm ↗Tamir Tassa, Tal Grinshpoun, Avishai Yanay11 citations
- A Replication Study of Semantics in Argumentation ↗Leila Amgoud A11 citations
- Be a Leader or Become a Follower: The Strategy to Commit to with Multiple Leaders ↗Matteo Castiglioni, Alberto Marchesi, Nicola Gatti11 citations
- Crowd View: Converting Investors' Opinions into Indicators ↗Chung-Chi Chen, Hen‐Hsen Huang, Hsin‐Hsi Chen11 citations
- Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation ↗Siying Wu, Zheng-Jun Zha, Zilei Wang et al.11 citations
- Dynamic logic of parallel propositional assignments and its applications to planning ↗Andreas Herzig, Frédéric Maris, Julien Vianey11 citations
- Enriching Ontology-based Data Access with Provenance ↗Diego Calvanese, Davide Lanti, Ana Ozaki et al.11 citations
- From Statistical Transportability to Estimating the Effect of Stochastic Interventions ↗Juan D. Correa, Elias Bareinboim11 citations
- How to Use Gazetteers for Entity Recognition with Neural Models ↗Simone Magnolini, Valerio Piccioni, Vevake Balaraman et al.11 citations
- Hybrid Item-Item Recommendation via Semi-Parametric Embedding ↗Peng Hu, Rong Du, Yao Hu et al.11 citations
- Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations ↗Sheng Qian, Guanyue Li, Wenming Cao et al.11 citations
- Learning Sound Events from Webly Labeled Data ↗Anurag Kumar, Ankit Shah, Alexander Hauptmann et al.11 citations
- Metatrace Actor-Critic: Online Step-Size Tuning by Meta-gradient Descent for Reinforcement Learning Control ↗Kenny Young, Baoxiang Wang, Matthew Edmund Taylor11 citations
- Multi-Objective Generalized Linear Bandits ↗Shiyin Lu, Guanghui Wang, Yao Hu et al.11 citations
- Object Detection based Deep Unsupervised Hashing ↗Rong-Cheng Tu, Xian-Ling Mao, Bo-Si Feng et al.11 citations
- Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction ↗Quanming Yao, Xiawei Guo, James Tin-Yau Kwok et al.11 citations
- Progressive Transfer Learning for Person Re-identification ↗Zhengxu Yu, Zhongming Jin, Long Wei et al.11 citations
- Reachability Games in Dynamic Epistemic Logic ↗Bastien Maubert, Sophie Pinchinat, François Schwarzentruber11 citations
- Reachability and Coverage Planning for Connected Agents ↗Tristan Charrier, Arthur Queffelec, Ocan Sankur et al.11 citations
- Regarding Jump Point Search and Subgoal Graphs ↗Daniel Harabor, Tansel Uras, Peter J. Stuckey et al.11 citations
- Satisfaction and Implication of Integrity Constraints in Ontology-based Data Access ↗Charalampos Nikolaou, Bernardo Cuenca Grau, Egor V. Kostylev et al.11 citations
- Steady-State Policy Synthesis for Verifiable Control ↗Alvaro Velasquez11 citations
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