Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers
- Natural Language Acquisition and Grounding for Embodied Robotic Systems ↗Muhannad Alomari, Paul Duckworth, David Hogg et al.43 citations
- Label-Free Supervision of Neural Networks with Physics and Domain Knowledge ↗Russell Stewart, Stefano Ermon42 citations
- Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning ↗Kun Song, Feiping Nie, Junwei Han et al.42 citations
- Sparse Deep Transfer Learning for Convolutional Neural Network ↗Jiaming Liu, Yali Wang, Yu Qiao42 citations
- Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters ↗AJ Piergiovanni, Chenyou Fan, Michael S. Ryoo42 citations
- A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents ↗Rabah A. Al-Zaidy, Clyde Lee Giles41 citations
- Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization ↗Zhouyuan Huo, Heng Huang41 citations
- Non-Monotone DR-Submodular Function Maximization ↗Tasuku Soma, Yuichi Yoshida41 citations
- Quantifying and Detecting Collective Motion by Manifold Learning ↗Qi Wang, Mulin Chen, Xuelong Li41 citations
- Scalable Feature Selection via Distributed Diversity Maximization ↗Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni et al.41 citations
- Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation ↗Peng Hou, Xin Geng, Zengwei Huo et al.41 citations
- Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation ↗Cao Xiao, Ping Zhang, Wanpracha Art Chaovalitwongse et al.40 citations
- Accelerated Vector Pruning for Optimal POMDP Solvers ↗Erwin Walraven, Matthijs T. J. Spaan39 citations
- Collaborative Company Profiling: Insights from an Employee's Perspective ↗Hao Lin, Hengshu Zhu, Yuan Zuo et al.39 citations
- Collective Multiagent Sequential Decision Making Under Uncertainty ↗Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau39 citations
- Deep Learning Quadcopter Control via Risk-Aware Active Learning ↗Olov Andersson, Mariusz Wzorek, Patrick Doherty39 citations
- Large-Scale Occupational Skills Normalization for Online Recruitment ↗Faizan Javed, Phuong Chi Hoang, Thomas Mahoney et al.39 citations
- Real-Time Indoor Localization in Smart Homes Using Semi-Supervised Learning ↗Negar Ghourchian, Michel Allegue‐Martínez, Doina Precup39 citations
- Dynamic Thresholding and Pruning for Regret Minimization ↗Noam Brown, Christian Kroer, Tüomas Sandholm38 citations
- Low-Rank Factorization of Determinantal Point Processes ↗Mike Gartrell, Ulrich Paquet, Noam Koenigstein38 citations
- Self-Correcting Models for Model-Based Reinforcement Learning ↗Erik Talvitie38 citations
- Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices ↗Yang Liu, Yiling Chen38 citations
- Where to Add Actions in Human-in-the-Loop Reinforcement Learning ↗Travis Mandel, Yun-En Liu, Emma Brunskill et al.38 citations
- Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost ↗Xingchang Huang, Yanghui Rao, Haoran Xie et al.37 citations
- Incidental Supervision: Moving beyond Supervised Learning ↗Dan Roth37 citations
- Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling ↗Minnan Luo, Feiping Nie, Xiaojun Chang et al.37 citations
- Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification ↗Xiao‐Yuan Jing, Fei Wu, Xiwei Dong et al.37 citations
- Simultaneous Clustering and Ensemble ↗Zhiqiang Tao, Hongfu Liu, Yun Fu37 citations
- Active Video Summarization: Customized Summaries via On-line Interaction with the User ↗Ana García del Molino, Xavier Boix, Joo‐Hwee Lim et al.36 citations
- Efficient Parameter Importance Analysis via Ablation with Surrogates ↗André Biedenkapp, Marius Lindauer, Katharina Eggensperger et al.36 citations
- What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain ↗Edith Elkind, Piotr Faliszewski, Jean‐François Laslier et al.36 citations
- A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis ↗Mingyu Xiao, Weibo Lin, Yuanshun Dai et al.35 citations
- A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization ↗Hanyang Peng, Yong Fan A35 citations
- Calories Prediction from Food Images ↗Manal Chokr, Shady Elbassuoni35 citations
- Collaborative Planning with Encoding of Users' High-Level Strategies ↗Joseph Kim, Christopher L. Banks, Julie Shah35 citations
- Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm ↗Xiawei Guo, Quanming Yao, James Tin-Yau Kwok35 citations
- Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units ↗Wenling Shang, Justin Chiu, Kihyuk Sohn35 citations
- Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy ↗Jiaqing Liang, Yanghua Xiao, Yi Zhang et al.35 citations
- Integration of Planning with Recognition for Responsive Interaction Using Classical Planners ↗Richard G. Freedman, Shlomo Zilberstein B35 citations
- A Unified Convex Surrogate for the Schatten-p Norm ↗Chen Xu, Zhouchen Lin, Hongbin Zha34 citations
- Automated Data Extraction Using Predictive Program Synthesis ↗Mohammad Raza, Sumit Gulwani34 citations
- Bilateral k-Means Algorithm for Fast Co-Clustering ↗Junwei Han, Kun Song, Feiping Nie et al.34 citations
- Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery ↗Hengyang Lu, Luyao Xie, Ning Kang et al.34 citations
- Towards User Personality Profiling from Multiple Social Networks ↗Kseniya Buraya, Aleksandr Farseev, Andrey A. Filchenkov et al.34 citations
- Causal Discovery Using Regression-Based Conditional Independence Tests ↗Hao Zhang, Shuigeng Zhou, Kun Zhang et al.33 citations
- Condensed Memory Networks for Clinical Diagnostic Inferencing ↗Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan et al.33 citations
- Gated Neural Networks for Option Pricing: Rationality by Design ↗Yongxin Yang, Yu Zheng, Timothy M. Hospedales33 citations
- Learning Patch-Based Dynamic Graph for Visual Tracking ↗Chenglong Li, Liang Lin, Wangmeng Zuo et al.33 citations
- Local Centroids Structured Non-Negative Matrix Factorization ↗Hongchang Gao, Feiping Nie, Heng Huang33 citations
- Multi-View Correlated Feature Learning by Uncovering Shared Component ↗Xiaowei Xue, Feiping Nie, Sen Wang et al.33 citations
- On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems ↗Besmira Nushi, Ece Semiha Kamar, Eric Horvitz et al.33 citations
- Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines ↗Yuji Horiguchi, Yukino Baba, Hisashi Kashima et al.33 citations
- Exploring Commonality and Individuality for Multi-Modal Curriculum Learning ↗Chen Gong32 citations
- StructInf: Mining Structural Influence from Social Streams ↗Jing Zhang, Jie Tang, Yuanyi Zhong et al.32 citations
- The AI Rebellion: Changing the Narrative ↗David W. Aha, Alexandra Coman32 citations
- TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning ↗Aleksandr Farseev, Tat‐Seng Chua32 citations
- On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment ↗Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella et al.31 citations
- Social Choice Under Metric Preferences: Scoring Rules and STV ↗Piotr Skowron, Edith Elkind31 citations
- Group Activity Selection on Social Networks ↗Ayumi Igarashi, Dominik Peters, Edith Elkind30 citations
- Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis ↗Xiaonan Song, Haiping Lu30 citations
- TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records ↗Kai Yang, Xiang Li, Haifeng Liu et al.30 citations
- Between Subgraph Isomorphism and Maximum Common Subgraph ↗Ruth Hoffmann, Ciaran McCreesh, Craig Reilly29 citations
- Predicting Latent Narrative Mood Using Audio and Physiologic Data ↗Tuka Alhanai, Mohammad M. Ghassemi29 citations
- Progressive Prediction of Student Performance in College Programs ↗Jie Xu, Yuli Han, Daniel Marcu et al.29 citations
- Transitive Hashing Network for Heterogeneous Multimedia Retrieval ↗Zhangjie Cao, Mingsheng Long, Jianmin Wang et al.29 citations
- Efficient Object Instance Search Using Fuzzy Objects Matching ↗Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee et al.28 citations
- Multivariate Hawkes Processes for Large-Scale Inference ↗Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos28 citations
- Phragmén’s Voting Methods and Justified Representation ↗Markus Brill, Rupert Freeman, Svante Janson et al.28 citations
- Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions ↗Alejandro Molina, Sriraam Natarajan, Kristian Kersting28 citations
- Portfolio Selection via Subset Resampling ↗Weiwei Shen, Jun Wang28 citations
- Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing ↗Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh et al.28 citations
- Preferences Single-Peaked on a Circle ↗Dominik Peters, Martin Lackner28 citations
- Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision ↗Meng Zhang, Haoruo Peng, Yang Liu et al.27 citations
- Deep Collective Inference ↗John Moore, Jennifer Neville27 citations
- Detection and Recognition of Text Embedded in Online Images via Neural Context Models ↗Chulmoo Kang, Gunhee Kim, Suk In Yoo27 citations
- Universum Prescription: Regularization Using Unlabeled Data ↗Xiang Zhang, Yann LeCun27 citations
- Abstraction in Situation Calculus Action Theories ↗Bita Banihashemi, Giuseppe De Giacomo, Yves Lespérance26 citations
- Additional Multi-Touch Attribution for Online Advertising ↗Wendi Ji, Xiaoling Wang26 citations
- ParkUs: A Novel Vehicle Parking Detection System ↗Pietro Carnelli, Joy Yeh, Mahesh Sooriyabandara et al.26 citations
- Scanpath Complexity: Modeling Reading Effort Using Gaze Information ↗Abhijit Mishra, Diptesh Kanojia, Seema Nagar et al.26 citations
- A Framework of Online Learning with Imbalanced Streaming Data ↗Yan Yan, Tianbao Yang, Yi Ping Yang et al.25 citations
- Dynamically Constructed (PO)MDPs for Adaptive Robot Planning ↗Shiqi Zhang, Piyush Khandelwal, Peter Stone25 citations
- Going Beyond Primal Treewidth for (M)ILP ↗Robert Ganian, Sebastian Ordyniak, M. Ramanujan25 citations
- Grounded Action Transformation for Robot Learning in Simulation ↗Josiah P. Hanna, PETER R. STONE25 citations
- Matrix Factorisation for Scalable Energy Breakdown ↗Nipun Batra, Hongning Wang, Amarjeet Singh et al.25 citations
- Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process ↗Takeru Sunahase, Yukino Baba, Hisashi Kashima25 citations
- Progress and Challenges in Research on Cognitive Architectures ↗Pat Langley25 citations
- Proper Proxy Scoring Rules ↗Jens Witkowski, Pavel Dimitrov Atanasov, Lyle Ungar et al.25 citations
- Robust Visual Tracking via Local-Global Correlation Filter ↗Heng Fan, Jinhai Xiang25 citations
- Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming ↗Haiming Xu, Hui Xue, Xiao-Hong Chen et al.25 citations
- Two-Dimensional PCA with F-Norm Minimization ↗Qianqian Wang, Quanxue Gao25 citations
- Beyond RPCA: Flattening Complex Noise in the Frequency Domain ↗Yunhe Wang, Chang Xu, Chao Xu et al.24 citations
- CLARE: A Joint Approach to Label Classification and Tag Recommendation ↗Yilin Wang, Suhang Wang, Jiliang Tang et al.24 citations
- Causal Effect Identification by Adjustment under Confounding and Selection Biases ↗Juan D. Correa, Elias Bareinboim24 citations
- Enabling Dark Energy Science with Deep Generative Models of Galaxy Images ↗Siamak Ravanbakhsh, François Lanusse, Rachel Mandelbaum et al.24 citations
- Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation ↗Zhu Sun, Jie Chi Yang, Jie Zhang et al.24 citations
- Improving Word Embeddings with Convolutional Feature Learning and Subword Information ↗Shaosheng Cao, Wei Lu24 citations
- LPMLN, Weak Constraints, and P-log ↗Joohyung Lee, Zhun Yang24 citations
- Regularization for Unsupervised Deep Neural Nets ↗Baiyang Wang, Diego Klabjan24 citations
- Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data ↗Souhaib Ben Taieb, Jiafan Yu, Mateus Barreto et al.24 citations
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