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Proceedings of the AAAI Conference on Artificial Intelligence 2016: all accepted papers

690 papers · page 2 of 7 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2016

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  1. Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee ↗Shen-Yi Zhao, Wu-Jun Li66 citations
  2. All-in Text: Learning Document, Label, and Word Representations Jointly ↗Jinseok Nam, Eneldo Loza Mencía, Johannes Fürnkranz65 citations
  3. Deep Learning for Algorithm Portfolios ↗Andrea Loreggia, Yuri Malitsky, Horst Samulowitz et al.65 citations
  4. Discriminative Analysis Dictionary Learning ↗Jun Feng Guo, Yanqing Guo, Xiangwei Kong et al.63 citations
  5. Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds ↗Meng Jiang, Peng Cui, Nicholas Jing Yuan et al.63 citations
  6. Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features ↗Lam Tran, Deguang Kong, Hongxia Jin et al.63 citations
  7. Embedding Ethical Principles in Collective Decision Support Systems ↗Joshua D. Greene, Francesca Rossi, John Tasioulas et al.62 citations
  8. From Tweets to Wellness: Wellness Event Detection from Twitter Streams ↗Mohammad Akbari, Xia Hu, Liqiang Nie et al.62 citations
  9. RAO*: An Algorithm for Chance-Constrained POMDP's ↗Pedro Santana, Sylvie Thiébaux, Brian Charles Williams62 citations
  10. Model-Free Preference-Based Reinforcement Learning ↗Christian Wirth, Johannes Fürnkranz, Gerhard M. Neumann60 citations
  11. Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements ↗Yuan Luo, Yu Xin, Rohit Joshi et al.60 citations
  12. Re-Active Learning: Active Learning with Relabeling ↗Christopher H. Lin, Mausam Mausam, Daniel S. Weld59 citations
  13. Writing Stories with Help from Recurrent Neural Networks ↗Melissa Roemmele58 citations
  14. Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning ↗Baoyuan Wu, Siwei Lyu, Bernard Ghanem56 citations
  15. Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty ↗Chang‐Kyu Song, Sejong Yoon, Vladimir Pavlović56 citations
  16. Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter ↗Xing Chen, Yuan Wang, Jie Liu et al.55 citations
  17. Predicting Spatio-Temporal Propagation of Seasonal Influenza Using Variational Gaussian Process Regression ↗Ransalu Senanayake, Simon O’Callaghan, Fabio Tozeto Ramos55 citations
  18. Risk Minimization in the Presence of Label Noise ↗Wei Dong Gao, Lu Wang, Yu-Feng Li et al.55 citations
  19. Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features ↗Fangting Xia, Jun Zhu, Peng Wang et al.54 citations
  20. Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding ↗Guangyi Lv, Tong Xu, Enhong Chen et al.53 citations
  21. A Survey of Current Practice and Teaching of AI ↗Michael Wollowski, Robert Selkowitz, Laura E. Brown et al.52 citations
  22. Multi-Domain Active Learning for Recommendation ↗Zihan Zhang, Xiaoming Jin, Lianghao Li et al.52 citations
  23. Unsupervised Feature Selection on Networks: A Generative View ↗Xiaokai Wei, Bokai Cao, Philip S. Yu52 citations
  24. Blind, Greedy, and Random: Algorithms for Matching and Clustering Using Only Ordinal Information ↗Elliot Anshelevich, Shreyas Sekar51 citations
  25. Column-Oriented Datalog Materialization for Large Knowledge Graphs ↗Jacopo Urbani A, Ceriel J. H. Jacobs, Markus Krötzsch51 citations
  26. One Size Does Not Fit All: A Game-Theoretic Approach for Dynamically and Effectively Screening for Threats ↗Matthew Brown, Arunesh Sinha, Aaron Schlenker et al.51 citations
  27. Robust Semi-Supervised Learning through Label Aggregation ↗Yan Yan, Zhongwen Xu, Ivor Wai-Hung Tsang et al.51 citations
  28. Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet ↗Josu Goikoetxea, Eneko Agirre, Aitor Soroa51 citations
  29. Wishart Mechanism for Differentially Private Principal Components Analysis ↗Wuxuan Jiang, Cong Xie, Zhihua Zhang51 citations
  30. Bidirectional Search That Is Guaranteed to Meet in the Middle ↗Robert C. Holte, Ariel Felner, Guni Sharon et al.50 citations
  31. Learning FRAME Models Using CNN Filters ↗Yang Lu, Song Chun Zhu, Ying Nian Wu50 citations
  32. Shakeout: A New Regularized Deep Neural Network Training Scheme ↗Guoliang Kang, Jun Li, Dacheng Tao49 citations
  33. Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction ↗Joey Tianyi Zhou, Sinno Jialin Pan, Ivor Wai-Hung Tsang et al.49 citations
  34. Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning ↗Ying Wei, Yin Feng Zhu, Cane Wing-ki Leung et al.48 citations
  35. MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction ↗Zeming Lin, Jack Lanchantin, Yanjun Qi47 citations
  36. Numerical Relation Extraction with Minimal Supervision ↗Aman Madaan, Ashish Mittal, Mausam Mausam et al.47 citations
  37. PEAK: Pyramid Evaluation via Automated Knowledge Extraction ↗Qian Yang, Rebecca J. Passonneau, Gerard de Melo47 citations
  38. Text Simplification Using Neural Machine Translation ↗Tong Wang, Ping Chen, John Rochford et al.47 citations
  39. Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization ↗Xin Wang, Roger Donaldson, Christopher Nell et al.46 citations
  40. Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization ↗Fanhua Shang, Yuanyuan Liu, James Sheung-Chak Cheng46 citations
  41. Modeling Evolving Relationships Between Characters in Literary Novels ↗Snigdha Chaturvedi, Shashank Srivastava, Hal Daumé et al.45 citations
  42. Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time ↗Zhiguang Cao, Hongliang Guo, Jie Zhang et al.45 citations
  43. Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality ↗Hiromasa Arai, Crystal Maung, Ke Xu et al.45 citations
  44. A Hidden Markov Model Approach to Infer Timescales for High-Resolution Climate Archives ↗Mai Winstrup43 citations
  45. Dynamic Concept Composition for Zero-Example Event Detection ↗Xiaojun Chang, Yi Ping Yang, Guodong Long et al.42 citations
  46. MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy ↗Michael Thomas Cox, Zohreh Alavi, Dustin Dannenhauer et al.42 citations
  47. Morphological Segmentation with Window LSTM Neural Networks ↗Linlin Wang, Zhu Cao, Xia Yu et al.42 citations
  48. Social Role-Aware Emotion Contagion in Image Social Networks ↗Yang Yang, Jia Jia, Boya Wu et al.42 citations
  49. A Semi-Supervised Learning Approach to Why-Question Answering ↗Jong–Hoon Oh, Kentaro Torisawa, Chikara Hashimoto et al.41 citations
  50. Expected Tensor Decomposition with Stochastic Gradient Descent ↗Takanori Maehara, Kohei Hayashi, Ken‐ichi Kawarabayashi41 citations
  51. Implicit Coordination in Crowded Multi-Agent Navigation ↗Julio Godoy, Ioannis Karamouzas, Stephen J. Guy et al.41 citations
  52. Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective ↗Le Wu, Yong Ge, Qi Liu et al.41 citations
  53. On the Effectiveness of Linear Models for One-Class Collaborative Filtering ↗Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al.41 citations
  54. Efficient Collaborative Crowdsourcing ↗Zhengxiang Pan, Han Yu, Chunyan Miao et al.40 citations
  55. Face Video Retrieval via Deep Learning of Binary Hash Representations ↗Zhen Dong, Su Jia, Tianfu Wu et al.40 citations
  56. Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation ↗Chen Gong, Dacheng Tao, Jie Yang et al.40 citations
  57. A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs ↗Krishnendu Chatterjee, Martin Chmelík, Jessica Davies39 citations
  58. Approximate Probabilistic Inference via Word-Level Counting ↗Supratik Chakraborty, Kuldeep S. Meel, Rakesh Mistry et al.39 citations
  59. Cold-Start Heterogeneous-Device Wireless Localization ↗Vincent Wenchen Zheng, Hong Cao, Shenghua Gao et al.39 citations
  60. MC-HOG Correlation Tracking with Saliency Proposal ↗Guibo Zhu, Jinqiao Wang, Yi Wu et al.39 citations
  61. Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior ↗Abhijit Mishra, Diptesh Kanojia, Pushpak Bhattacharyya39 citations
  62. Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games ↗Jiří Čermák, Branislav Bošanský, Karel Durkota et al.39 citations
  63. Artificial Swarm Intelligence, a Human-in-the-Loop Approach to A.I. ↗Louis B. Rosenberg38 citations
  64. Authorship Attribution Using a Neural Network Language Model ↗Zhenhao Ge, Yufang Sun, Mark J. T. Smith38 citations
  65. Global Distant Supervision for Relation Extraction ↗Xianpei Han, Le Sun38 citations
  66. Towards Optimal Binary Code Learning via Ordinal Embedding ↗Hong Liu, Rongrong Ji, Yongjian Wu et al.38 citations
  67. A Joint Model for Question Answering over Multiple Knowledge Bases ↗Yuanzhe Zhang, Shizhu He, Kang Liu et al.37 citations
  68. Assumed Density Filtering Methods for Learning Bayesian Neural Networks ↗Soumya Ghosh, Francesco M. Delle Fave, Jonathan S. Yedidia37 citations
  69. Capturing Semantic Correlation for Item Recommendation in Tagging Systems ↗Chaochao Chen, Xiaolin Zheng, Yan Wang et al.37 citations
  70. Image Privacy Prediction Using Deep Features ↗Ashwini Tonge, Cornelia Caragea37 citations
  71. Joint Word Representation Learning Using a Corpus and a Semantic Lexicon ↗Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara et al.37 citations
  72. Monte Carlo Tree Search for Multi-Robot Task Allocation ↗Bilal Kartal, Ernesto Nunes, Julio Godoy et al.36 citations
  73. Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks ↗Mengchen Zhao, Bo An, Christopher D. Kiekintveld36 citations
  74. Personalized Microblog Sentiment Classification via Multi-Task Learning ↗Fangzhao Wu, Yongfeng Huang36 citations
  75. Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media ↗Adam Sadilek, Henry Kautz, Lauren DiPrete et al.35 citations
  76. Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text ↗Sahil Garg, Aram Galstyan, Ulf Hermjakob et al.35 citations
  77. Goal Recognition Design with Non-Observable Actions ↗Sarah Keren, Avigdor Gal, Erez Karpas35 citations
  78. Graph-without-cut: An Ideal Graph Learning for Image Segmentation ↗Lianli Gao, Jingkuan Song, Feiping Nie et al.35 citations
  79. On the Differential Privacy of Bayesian Inference ↗Zuhe Zhang, Benjamin I. P. Rubinstein, Christos Dimitrakakis35 citations
  80. Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments ↗Haris Aziz, Omer Lev, Nicholas Mattei et al.35 citations
  81. Agreement on Target-Bidirectional LSTMs for Sequence-to-Sequence Learning ↗Lemao Liu, Andrew Finch, Masao Utiyama et al.34 citations
  82. Computing Optimal Monitoring Strategy for Detecting Terrorist Plots ↗Zhen Wang, Yue Yin, Bo An34 citations
  83. Inferring Interpersonal Relations in Narrative Summaries ↗Shashank Srivastava, Snigdha Chaturvedi, Tom M. Mitchell34 citations
  84. Recognizing Actions in 3D Using Action-Snippets and Activated Simplices ↗Chunyu Wang, John Flynn, Yizhou Wang et al.34 citations
  85. ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources ↗Mehdi Samadi, Partha Pratim Talukdar, Manuela Veloso et al.33 citations
  86. ConTaCT: Deciding to Communicate during Time-Critical Collaborative Tasks in Unknown, Deterministic Domains ↗Vaibhav Vasant Unhelkar, Julie Shah33 citations
  87. Consensus Guided Unsupervised Feature Selection ↗Hongfu Liu, Ming Shao, Yun Fu33 citations
  88. DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks ↗Biao Wang, Ge Chen, Luoyi Fu et al.33 citations
  89. Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms ↗Pooria Joulani, András György, Csaba Szepesvári33 citations
  90. Face Behind Makeup ↗Shuyang Wang, Yun Fu33 citations
  91. Graphical Hedonic Games of Bounded Treewidth ↗Dominik Peters33 citations
  92. Scientific Ranking over Heterogeneous Academic Hypernetwork ↗Ronghua Liang, Xiaorui Jiang33 citations
  93. Selecting Near-Optimal Learners via Incremental Data Allocation ↗Ashish Sabharwal, Horst Samulowitz, Gerald J. Tesauro33 citations
  94. Topic Concentration in Query Focused Summarization Datasets ↗Tal Baumel, Raphael Cohen, Michael Elhadad33 citations
  95. Commonsense Interpretation of Triangle Behavior ↗Andrew S. Gordon32 citations
  96. Discovering User Attribute Stylistic Differences via Paraphrasing ↗Daniel Preoțiuc-Pietro, Wei Hong Xu, Lyle Ungar32 citations
  97. Explaining Inconsistency-Tolerant Query Answering over Description Logic Knowledge Bases ↗Meghyn Bienvenu, Camille Bourgaux, François Goasdoué32 citations
  98. Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification ↗Meng Yang, Weiyang Liu, Weixin Luo et al.31 citations
  99. Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects ↗Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi et al.31 citations
  100. Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation ↗Meng Zhang, Yang Liu, Huanbo Luan et al.31 citations

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