Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers
- Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction ↗Lefei Zhang, Qian Zhang, Bo Du et al.24 citations
- Semi-Supervised Classifications via Elastic and Robust Embedding ↗Yun Liu, Yiming Guo, Hua Wang et al.24 citations
- Unbiased Multivariate Correlation Analysis ↗Yisen Wang, Simone Romano, Vinh Nguyen et al.24 citations
- Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption ↗Tameem Adel, Han Zhao, Alexander K.C. Wong24 citations
- Contextual RNN-GANs for Abstract Reasoning Diagram Generation ↗Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee et al.23 citations
- GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering ↗Chao Chen, Dongsheng Li, Qin Lv et al.23 citations
- Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning ↗Zhengshen Jiang, Hongzhi Liu, Bin Fu et al.23 citations
- Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer’s Disease ↗Peng Dai, Femida hussein Gwadry-Sridhar, Michael Bauer et al.23 citations
- Infinite Kernel Learning: Generalization Bounds and Algorithms ↗Yong Liu, Shizhong Liao, Hailun Lin et al.23 citations
- Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition ↗Nattapong Thammasan, Ken–ichi Fukui, Masayuki Numao23 citations
- OFFER: Off-Environment Reinforcement Learning ↗Kamil Ciosek, Shimon Whiteson23 citations
- Ontology-Mediated Queries for Probabilistic Databases ↗Stefan Borgwardt, İsmail İlkan Ceylan, Thomas Lukasiewicz23 citations
- Reactive Dialectic Search Portfolios for MaxSAT ↗Carlos Ansótegui, Josep Pon, Meinolf Sellmann et al.23 citations
- Spectral Clustering with Brainstorming Process for Multi-View Data ↗Jeong-Woo Son, Junkey Jeon, Alex Pui‐Wai Lee et al.23 citations
- Video Captioning with Listwise Supervision ↗Yuan Liu, Xue Li, Zhongchao Shi23 citations
- A Context-Enriched Neural Network Method for Recognizing Lexical Entailment ↗Kun Zhang, Enhong Chen, Qi Liu et al.22 citations
- Accelerated Gradient Temporal Difference Learning ↗Yangchen Pan, Adam White, Martha White22 citations
- ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy ↗Shaohui Lin, Rongrong Ji, Chao Chen et al.22 citations
- One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace ↗Xiaofeng Zhu, Wei He, Yonggang Li et al.22 citations
- Online Active Linear Regression via Thresholding ↗Carlos Riquelme, Ramesh Johari, Baosen Zhang22 citations
- Ordinal Constrained Binary Code Learning for Nearest Neighbor Search ↗Hong Liu, Rongrong Ji, Yongjian Wu et al.22 citations
- Strategic Sequences of Arguments for Persuasion Using Decision Trees ↗Emmanuel Hadoux, Anthony Hunter22 citations
- Compiling Graph Substructures into Sentential Decision Diagrams ↗Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato et al.21 citations
- RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem ↗Saeedeh Shekarpour, Edgard Marx, Sören Auer et al.21 citations
- Rethinking the Link Prediction Problem in Signed Social Networks ↗Xiaoming Li, Hui Fang, Jie Zhang21 citations
- Semantic Proto-Role Labeling ↗Adam R. Teichert, Adam Poliak, Benjamin Van Durme et al.21 citations
- Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning ↗Yue Zhu, Kai Ming Ting, Zhi‐Hua Zhou20 citations
- Envy-Free Mechanisms with Minimum Number of Cuts ↗Reza Alijani, Majid Farhadi, Mohammad Ghodsi et al.20 citations
- Geometry of Compositionality ↗Hongyu Gong, Suma Bhat, Pramod Viswanath20 citations
- Informative Subspace Learning for Counterfactual Inference ↗Yale Chang, Jennifer Dy20 citations
- Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination ↗Yosef S. Razin, Karen M. Feigh20 citations
- Winner Determination in Huge Elections with MapReduce ↗Theresa Csar, Martin Lackner, Reinhard Pichler et al.20 citations
- A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem ↗Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre et al.19 citations
- An Efficient Approach to Model-Based Hierarchical Reinforcement Learning ↗Zhuoru Li, Akshay Narayan, Tze-Yun Leong19 citations
- Associate Latent Encodings in Learning from Demonstrations ↗Hang Yin, Francisco S. Melo, Aude Billard et al.19 citations
- Cleaning the Null Space: A Privacy Mechanism for Predictors ↗Ke Xu, Tongyi Cao, Swair Shah et al.19 citations
- CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver ↗Cornelis Jan Van Leeuwen, Przemysław Pawełczak19 citations
- Coactive Critiquing: Elicitation of Preferences and Features ↗Stefano Teso, Paolo Dragone, Andrea Passerini19 citations
- Definition Modeling: Learning to Define Word Embeddings in Natural Language ↗Thanapon Noraset, Chen Liang, Larry Birnbaum et al.19 citations
- Determining Relative Airport Threats from News and Social Media ↗Rupinder Paul Khandpur, Taoran Ji, Yue Ning et al.19 citations
- Multidimensional Scaling on Multiple Input Distance Matrices ↗Song Bai, Xiang Bai, Longin Jan Latecki et al.19 citations
- Nonnegative Orthogonal Graph Matching ↗Bo Jiang, Jin Tang, Chris H. Q. Ding et al.19 citations
- Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery ↗Yexiang Xue, Junwen Bai, Ronan Joseph Le Bras et al.19 citations
- Representations of Context in Recognizing the Figurative and Literal Usages of Idioms ↗Changsheng Liu, Rebecca Hwa19 citations
- What's Hot in Case-Based Reasoning ↗Ashok Kumar Goel, Belén Díaz-Agudo19 citations
- A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information ↗Hsiang‐Fu Yu, Hsin-Yuan Huang, Inderjit S. Dhillon et al.18 citations
- Arnold: An Autonomous Agent to Play FPS Games ↗Devendra Singh Chaplot, Guillaume Lample18 citations
- Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification ↗Meng Yang, Lin Chen18 citations
- Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems ↗Carlo D’Eramo, Alessandro Nuara, Matteo Pirotta et al.18 citations
- Extending Compact-Table to Negative and Short Tables ↗Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus18 citations
- High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding ↗Fandong Zhang, Jufu Feng18 citations
- Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image ↗Xiaoke Zhu, Xiao‐Yuan Jing, Fei Wu et al.18 citations
- Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems ↗Yishuang Ning, Jia Jia, Zhiyong Wu et al.18 citations
- Neural Programming by Example ↗Chengxun Shu, Hongyu Zhang18 citations
- PAC Identification of a Bandit Arm Relative to a Reward Quantile ↗Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan18 citations
- Phrase-Based Presentation Slides Generation for Academic Papers ↗Sida Wang, Xiaojun Wan, Shikang Du18 citations
- Regret Ratio Minimization in Multi-Objective Submodular Function Maximization ↗Tasuku Soma, Yuichi Yoshida18 citations
- Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings ↗Nana Li, Shuangfei Zhai, Zhongfei Mark Zhang et al.18 citations
- Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels ↗Yuchen Guo, Guiguang Ding, Jungong Han et al.18 citations
- Achieving Privacy in the Adversarial Multi-Armed Bandit ↗Aristide C. Y. Tossou, Christos Dimitrakakis17 citations
- Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction ↗Qi Meng, Wei Chen, Jingcheng Yu et al.17 citations
- BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings ↗Biao Zhang, Deyi Xiong, Jinsong Su17 citations
- Classification with Minimax Distance Measures ↗Morteza Haghir Chehreghani17 citations
- Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation ↗Yingfei Wang, Hua Jiang Ouyang, Chu Wang et al.17 citations
- Efficiently Mining High Quality Phrases from Texts ↗Bing Li, Xiaochun Yang, Bin Wang et al.17 citations
- Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem ↗Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet et al.17 citations
- Learning Context-Specific Word/Character Embeddings ↗Xiaoqing Zheng, Jiangtao Feng, Yi Chen et al.17 citations
- Multi-Path Feedback Recurrent Neural Networks for Scene Parsing ↗Xiaojie Jin, Yunpeng Chen, Zequn Jie et al.17 citations
- Open-Universe Weighted Model Counting ↗Vaishak Belle17 citations
- Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems ↗Saku Sugawara, Hikaru Yokono, Akiko Aizawa17 citations
- Reasoning about Cognitive Trust in Stochastic Multiagent Systems ↗Xiaowei Huang, Marta Kwiatkowska17 citations
- A Declarative Approach to Data-Driven Fact Checking ↗Julien Leblay16 citations
- A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping ↗Feng Liu, Shouyi Wang, Jay Michael Rosenberger et al.16 citations
- Boosting Complementary Hash Tables for Fast Nearest Neighbor Search ↗Xianglong Liu, Cheng Dan Deng, Yadong Mu et al.16 citations
- DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos ↗Chuang Gan, Chen Sun, Ram Nevatia16 citations
- Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering ↗Wasin Kalintha, Satoshi Ono, Masayuki Numao et al.16 citations
- Learning Discriminative Activated Simplices for Action Recognition ↗Chenxu Luo, Chang Ma, Chunyu Wang et al.16 citations
- Misspecified Linear Bandits ↗Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan16 citations
- On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies ↗Jiaqing Liang, Yi Zhang, Yanghua Xiao et al.16 citations
- PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering ↗Hannah Kim, Jaegul Choo, Changhyun Lee et al.16 citations
- Phase Transitions for Scale-Free SAT Formulas ↗Tobias Friedrich, Anton Krohmer, Ralf Rothenberger et al.16 citations
- Scalable Multitask Policy Gradient Reinforcement Learning ↗Salam El Bsat, Haitham Bou Ammar, Matthew Edmund Taylor16 citations
- Semantic Parsing with Neural Hybrid Trees ↗Raymond Hendy Susanto, Wei Lu16 citations
- Solving Advanced Argumentation Problems with Answer-Set Programming ↗Gerhard Brewka, Martin Diller, Georg Heissenberger et al.16 citations
- A Deep Learning Approach for Arabic Caption Generation Using Roots-Words ↗Vasu Jindal15 citations
- A Selected Summary of AI for Computational Sustainability ↗Douglas Fisher15 citations
- An Integrated Model for Effective Saliency Prediction ↗Xiaoshuai Sun, Zi Helen Huang, Hongzhi Yin et al.15 citations
- Computational Issues in Time-Inconsistent Planning ↗Pingzhong Tang, Yifeng Teng, Zihe Wang et al.15 citations
- Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network ↗Quan Gan, Siqi Nie, Shangfei Wang et al.15 citations
- Discovering Conversational Dependencies between Messages in Dialogs ↗Wenchao Du, Pascal Poupart, Wei Hong Xu15 citations
- Distributed Negative Sampling for Word Embeddings ↗Stergios Stergiou, Zygimantas Straznickas, Rolina Wu et al.15 citations
- Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation ↗Tianxiang Pan, Bin Wang, Guiguang Ding et al.15 citations
- Mechanism Design for Multi-Type Housing Markets ↗Sujoy Sikdar, Sibel Adalı, Lirong Xia15 citations
- Mixed Discrete-Continuous Planning with Convex Optimization ↗Enrique Fernández-González, Erez Karpas, Brian Charles Williams15 citations
- Modeling Skewed Class Distributions by Reshaping the Concept Space ↗Kyle Feuz, Diane J. Cook15 citations
- Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning ↗Jendrik Seipp, Thomas Keller, Malte Helmert15 citations
- Nash Stability in Social Distance Games ↗Alkida Balliu, Michele Flammini, Giovanna Melideo et al.15 citations
- Novel Geometric Approach for Global Alignment of PPI Networks ↗Yangwei Liu, Hu Ding, Danyang Chen et al.15 citations
- Practical TBox Abduction Based on Justification Patterns ↗Jianfeng Du, Hai Wan, Huaguan Ma15 citations
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