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Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 8 of 14 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2019

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  1. Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization ↗Ken Kobayashi, Naoki Hamada, Akiyoshi Sannai et al.16 citations
  2. CAMO: A Collaborative Ranking Method for Content Based Recommendation ↗Chengwei Wang, Tengfei Zhou, Chen Chen et al.16 citations
  3. CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting ↗Jing Xiao, Liang Liao, Qiegen Liu et al.16 citations
  4. Capacity Control of ReLU Neural Networks by Basis-Path Norm ↗Shuxin Zheng, Qi Meng, Huishuai Zhang et al.16 citations
  5. Cross-Domain Recommendation via Coupled Factorization Machines ↗LI Li-le, Quan Do, Wei Liu16 citations
  6. Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue ↗Junyu Cao, Wei Sun16 citations
  7. Memory-Augmented Temporal Dynamic Learning for Action Recognition ↗Yuan Yuan, Dong Wang, Qi Wang16 citations
  8. Migration as Submodular Optimization ↗Paul Gölz, Ariel D. Procaccia16 citations
  9. Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution ↗Ramya M. Ramakrishnan, Ece Semiha Kamar, Besmira Nushi et al.16 citations
  10. Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data ↗Amin Vahedian, Xun S. Zhou, Ling Tong et al.16 citations
  11. Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification ↗De Xie, Cheng Dan Deng, Hao Wang et al.16 citations
  12. Separator-Based Pruned Dynamic Programming for Steiner Tree ↗Yoichi Iwata, Takuto Shigemura16 citations
  13. Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods ↗Raluca D. Gaina, Simon Mark Lucas, Diego Pérez-Liébana16 citations
  14. The Pure Price of Anarchy of Pool Block Withholding Attacks in Bitcoin Mining ↗Colleen Alkalay-Houlihan, Nisarg Shah16 citations
  15. Unsupervised Learning Helps Supervised Neural Word Segmentation ↗Xiaobin Wang, Deng Cai, Linlin Li et al.16 citations
  16. What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models ↗Fahim Dalvi, Nadir Durrani, Hassan Sajjad et al.16 citations
  17. A Unified Framework for Planning in Adversarial and Cooperative Environments ↗Anagha Kulkarni, Siddharth Srivastava, Subbarao Kambhampati B15 citations
  18. Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines ↗Nicholas McCarthy, Mohammad Karzand, Freddy Lécué15 citations
  19. An Abstraction-Based Method for Verifying Strategic Properties in Multi-Agent Systems with Imperfect Information ↗Francesco Belardinelli, Alessio R. Lomuscio, Vadim Malvone15 citations
  20. Bias Reduction via End-to-End Shift Learning: Application to Citizen Science ↗Di Chen, Carla Pedro Gomes15 citations
  21. Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning ↗Wenzhen Huang, Junge Zhang, Kaiqi Huang15 citations
  22. CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks ↗Akhilan Boopathy, Tsui-Wei Weng, Pin‐Yu Chen et al.15 citations
  23. Classification with Costly Features Using Deep Reinforcement Learning ↗Jaromír Janisch, Tomáš Pevný, Viliam Lisý15 citations
  24. Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction ↗Akira Imakura, Momo Matsuda, Xiucai Ye et al.15 citations
  25. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets ↗María Pérez‐Ortiz, Peter Tiňo B, Rafał Mantiuk et al.15 citations
  26. FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions ↗Sandareka Wickramanayake, Wynne Hsu, Mong Li Lee15 citations
  27. Fairly Allocating Many Goods with Few Queries ↗Hoon Oh, Ariel D. Procaccia, Warut Suksompong15 citations
  28. Holographic Factorization Machines for Recommendation ↗Yi Tay, Shuai Zhang, Anh Tuan Luu et al.15 citations
  29. How to Combine Tree-Search Methods in Reinforcement Learning ↗Yonathan Efroni, Gal Dalal, Bruno Scherrer et al.15 citations
  30. Improving Search with Supervised Learning in Trick-Based Card Games ↗Christopher Solinas, Douglas Rebstock, Michael Buro15 citations
  31. Learning Diffusions without Timestamps ↗Hao Huang, Qian Yan, Ting Gan et al.15 citations
  32. Learning to Localize Objects with Noisy Labeled Instances ↗Xiaopeng Zhang, Yang Yang, Jiashi Feng15 citations
  33. Multi-Dimensional Classification via kNN Feature Augmentation ↗Bin-Bin Jia, Min-Ling Zhang15 citations
  34. Multistream Classification with Relative Density Ratio Estimation ↗Bo Dong, Yang Gao, Swarup Chandra et al.15 citations
  35. Online Pandora’s Boxes and Bandits ↗Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier et al.15 citations
  36. Ontology-Based Query Answering for Probabilistic Temporal Data ↗Patrick Koopmann15 citations
  37. QADiver: Interactive Framework for Diagnosing QA Models ↗Gyeongbok Lee, Sungdong Kim, Seung-won Hwang15 citations
  38. Recurrent Poisson Process Unit for Speech Recognition ↗Hengguan Huang, Hao Wang, Brian Kan-Wing Mak15 citations
  39. VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition ↗Susobhan Ghosh, Easwar Subramanian, Sanjay P. Bhat et al.15 citations
  40. A Multi-Task Learning Framework for Abstractive Text Summarization ↗Yao Lu, Linqing Liu, Zhile Jiang et al.14 citations
  41. A Pattern-Based Approach to Recognizing Time Expressions ↗Wentao Ding, Guanji Gao, Linfeng Shi et al.14 citations
  42. Adversarial Label Learning ↗Chidubem Arachie, Bert Huang14 citations
  43. Bounding Uncertainty for Active Batch Selection ↗Hanmo Wang, Runwu Zhou, Yi-Dong Shen14 citations
  44. Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding ↗Lingyun Song, Jun Liu, Buyue Qian et al.14 citations
  45. DeBGUer: A Tool for Bug Prediction and Diagnosis ↗Amir Elmishali, Roni Stern, Meir Kalech14 citations
  46. Efficient and Scalable Multi-Task Regression on Massive Number of Tasks ↗Xiao He, Francesco Alesiani, Ammar Shaker14 citations
  47. Learning Triggers for Heterogeneous Treatment Effects ↗Christopher Tran, Elena Zheleva14 citations
  48. MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews ↗Erfan Ghadery, Sajad Movahedi, Heshaam Faili et al.14 citations
  49. Modeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks ↗Chang Xu, Weiran Huang, Hongwei Wang et al.14 citations
  50. Moral Permissibility of Action Plans ↗Felix Lindner, Robert Mattmüller, Bernhard Nebel14 citations
  51. Multiagent Decision Making For Maritime Traffic Management ↗Arambam James Singh, Duc Thien Nguyen, Akshat Kumar et al.14 citations
  52. Path-Specific Counterfactual Fairness ↗Silvia Chiappa14 citations
  53. Probabilistic Logic Programming with Beta-Distributed Random Variables ↗Federico Cerutti, Lance Kaplan, Angelika Kimmig et al.14 citations
  54. Recommender Systems: A Healthy Obsession ↗Barry Smyth14 citations
  55. SepNE: Bringing Separability to Network Embedding ↗Ziyao Li, Liang Zhang, Guojie Song14 citations
  56. Structured Bayesian Networks: From Inference to Learning with Routes ↗Yujia Shen, Anchal Goyanka, Adnan Y. Darwiche et al.14 citations
  57. Training Temporal Word Embeddings with a Compass ↗Valerio Di Carlo, Federico Bianchi, Matteo Palmonari14 citations
  58. Transductive Bounds for the Multi-Class Majority Vote Classifier ↗Vasilii Feofanov, Émilie Devijver, Massih-Reza Amini14 citations
  59. Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM ↗Haoran Li, Hua Xu14 citations
  60. A PAC Framework for Aggregating Agents’ Judgments ↗Hanrui Zhang, Vincent Conitzer13 citations
  61. Accurate and Interpretable Factorization Machines ↗Liang Lan, Yu Geng13 citations
  62. Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection ↗Yanbin Liu, Yan Yan, Ling Chen et al.13 citations
  63. Addressing the Under-Translation Problem from the Entropy Perspective ↗Yang Zhao, Jiajun Zhang, Chengqing Zong et al.13 citations
  64. Algorithms for Average Regret Minimization ↗Sabine Storandt, Stefan Funke13 citations
  65. Bayesian Posterior Approximation via Greedy Particle Optimization ↗Futoshi Futami, Zhenghang Cui, Issei Sato et al.13 citations
  66. Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling ↗Hao Wang, Chengzhi Mao, Hao He et al.13 citations
  67. Covariate Shift Adaptation on Learning from Positive and Unlabeled Data ↗Tomoya Sakai, Nobuyuki Shimizu13 citations
  68. Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data ↗Mike Li, Elija Perrier, Chang Xu13 citations
  69. Deep Neural Networks Constrained by Decision Rules ↗Yuzuru Okajima, Kunihiko Sadamasa13 citations
  70. Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains ↗Michael Dann, Fabio Zambetta, John Thangarajah13 citations
  71. Designing Preferences, Beliefs, and Identities for Artificial Intelligence ↗Vincent Conitzer13 citations
  72. Distribution-Based Semi-Supervised Learning for Activity Recognition ↗Hangwei Qian, Sinno Jialin Pan, Chunyan Miao13 citations
  73. Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming ↗Jori Bomanson, Tomi Janhunen, Antonius Weinzierl13 citations
  74. Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs ↗Mayukh Das, Devendra Singh Dhami, Gautam Kunapuli et al.13 citations
  75. Forbidden Nodes Aware Community Search ↗Chaokun Wang, Junchao Zhu13 citations
  76. Generalized Distance Bribery ↗Dorothea Baumeister, Tobias Hogrebe, Lisa Rey13 citations
  77. Human-Like Sketch Object Recognition via Analogical Learning ↗Kezhen Chen, Irina Rabkina, Matthew D. McLure et al.13 citations
  78. Iterative Classroom Teaching ↗Teresa Yeo, Parameswaran Kamalaruban, Adish Kumar Singla et al.13 citations
  79. Querying Attributed DL-Lite Ontologies Using Provenance Semirings ↗Camille Bourgaux, Ana Ozaki13 citations
  80. Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees ↗Lei Luo, Jie Xu, Cheng Dan Deng et al.13 citations
  81. Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications ↗Galia Nordon, Gideon Koren, Varda Shalev et al.13 citations
  82. Theory of Minds: Understanding Behavior in Groups through Inverse Planning ↗Michael Shum, Max Kleiman‐Weiner, Michael L. Littman et al.13 citations
  83. Towards Reliable Learning for High Stakes Applications ↗Jinyang Gao, Junjie Yao, Yingxia Shao13 citations
  84. Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation ↗Wei Feng, Wentao Liu, Tong Li et al.13 citations
  85. Weighted Abstract Dialectical Frameworks through the Lens of Approximation Fixpoint Theory ↗Bart Bogaerts13 citations
  86. f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition ↗Biqiao Zhang, Yuqing Kong, Georg Essl et al.13 citations
  87. A Bandit Approach to Maximum Inner Product Search ↗Rui Liu, Tianyi Wu, Barzan Mozafari12 citations
  88. A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility ↗Changsheng Liu, Rebecca Hwa12 citations
  89. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks ↗Weijie Chen, Yuan Zhang, Di Xie et al.12 citations
  90. A Study of Educational Data Mining: Evidence from a Thai University ↗Ruangsak Trakunphutthirak, Yen Ping Cheung, Vincent C. S. Lee12 citations
  91. Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem ↗Nadjet Bourdache, Patrice Perny12 citations
  92. AutoSense Model for Word Sense Induction ↗Reinald Kim Amplayo, Seung-won Hwang, Min Song12 citations
  93. Better Fine-Tuning via Instance Weighting for Text Classification ↗Zhi Wang, Wei Bi, Yan Wang et al.12 citations
  94. Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank ↗Qian Yu, Wai Pang Lam12 citations
  95. DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval ↗Zhiwen Tang, Grace Hui Yang12 citations
  96. Dual-View Ranking with Hardness Assessment for Zero-Shot Learning ↗Yuchen Guo, Guiguang Ding, Jungong Han et al.12 citations
  97. Early Detection of Vacant Parking Spaces Using Dashcam Videos ↗Ming-Che Wu, Mei-Chen Yeh12 citations
  98. Emergency Department Online Patient-Caregiver Scheduling ↗Hanan Rosemarin, Ariel Rosenfeld, Sarit Kraus12 citations
  99. Forgetting in Modular Answer Set Programming ↗Ricardo Gonçalves, Tomi Janhunen, Matthias Knorr et al.12 citations
  100. Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks ↗Si Wu, Jian Zhong, Wenming Cao et al.12 citations

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