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

1,341 papers · page 9 of 14 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/)

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801. **[Inter-Class Angular Loss for Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33013894)**Le Hui, Xiang Li, Chen Gong et al.*12 citations*
802. **[Learning Adaptive Random Features ↗](https://doi.org/10.1609/aaai.v33i01.33014229)**Yanjun Li, Kai Zhang, Jun Wang et al.*12 citations*
803. **[Model-Free IRL Using Maximum Likelihood Estimation ↗](https://doi.org/10.1609/aaai.v33i01.33013951)**Vinamra Jain, Prashant Doshi, Bikramjit Banerjee*12 citations*
804. **[Near-Neighbor Methods in Random Preference Completion ↗](https://doi.org/10.1609/aaai.v33i01.33014336)**Ao Liu, Qiong Wu, Zhenming Liu et al.*12 citations*
805. **[Neural Relation Extraction within and across Sentence Boundaries ↗](https://doi.org/10.1609/aaai.v33i01.33016513)**Pankaj Gupta, Subburam Rajaram, Hinrich Schütze et al.*12 citations*
806. **[Point Cloud Processing via Recurrent Set Encoding ↗](https://doi.org/10.1609/aaai.v33i01.33015441)**Pengxiang Wu, Chao Chen, Jingru Yi et al.*12 citations*
807. **[Strategic Tasks for Explainable Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.330110007)**Rey Pocius, Lawrence Neal, Alan Fern*12 citations*
808. **[Tagging Address Queries in Maps Search ↗](https://doi.org/10.1609/aaai.v33i01.33019547)**Shekoofeh Mokhtari, Ahmad Mahmoody, Dragomir Yankov et al.*12 citations*
809. **[The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure ↗](https://doi.org/10.1609/aaai.v33i01.33014536)**Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody*12 citations*
810. **[Understanding VAEs in Fisher-Shannon Plane ↗](https://doi.org/10.1609/aaai.v33i01.33015917)**Huangjie Zheng, Jiangchao Yao, Ya Zhang et al.*12 citations*
811. **[VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System ↗](https://doi.org/10.1609/aaai.v33i01.33019498)**Abhinav Kumar, Aishwarya Gupta, Bishal Santra et al.*12 citations*
812. **[Adaptive Region Embedding for Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.33017314)**Liuyu Xiang, Xiaoming Jin, Lan Yi et al.*11 citations*
813. **[Allocating Planning Effort When Actions Expire ↗](https://doi.org/10.1609/aaai.v33i01.33012371)**Shahaf Shperberg, Andrew Coles, Bence Cserna et al.*11 citations*
814. **[Artificial Intelligence Competencies for Data Science Undergraduate Curricula ↗](https://doi.org/10.1609/aaai.v33i01.33019746)**Andrea Danyluk, Scott Buck*11 citations*
815. **[Borda Count in Collective Decision Making: A Summary of Recent Results ↗](https://doi.org/10.1609/aaai.v33i01.33019830)**Jörg Rothe*11 citations*
816. **[Cognitive Deficit of Deep Learning in Numerosity ↗](https://doi.org/10.1609/aaai.v33i01.33011303)**Xiaolin Wu, Xi Zhang, Xiao Shu*11 citations*
817. **[Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference ↗](https://doi.org/10.1609/aaai.v33i01.33017410)**Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji et al.*11 citations*
818. **[Complexity of Inconsistency-Tolerant Query Answering in Datalog+/– under Cardinality-Based Repairs ↗](https://doi.org/10.1609/aaai.v33i01.33012962)**Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavičius*11 citations*
819. **[Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding ↗](https://doi.org/10.1609/aaai.v33i01.33012454)**Andrew Forney, Elias Bareinboim*11 citations*
820. **[Counting and Sampling Markov Equivalent Directed Acyclic Graphs ↗](https://doi.org/10.1609/aaai.v33i01.33017984)**Topi Talvitie, Mikko Koivisto*11 citations*
821. **[Data Fine-Tuning ↗](https://doi.org/10.1609/aaai.v33i01.33018223)**Saheb Chhabra, Puspita Majumdar, Mayank Vatsa A et al.*11 citations*
822. **[Discriminative Feature Learning for Unsupervised Video Summarization ↗](https://doi.org/10.1609/aaai.v33i01.33018537)**YunJae Jung, Donghyeon Cho, Dahun Kim et al.*11 citations*
823. **[Distributed Representation of Words in Cause and Effect Spaces ↗](https://doi.org/10.1609/aaai.v33i01.33017330)**Zhipeng Xie, Feiteng Mu*11 citations*
824. **[Exploiting Background Knowledge in Compact Answer Generation for Why-Questions ↗](https://doi.org/10.1609/aaai.v33i01.3301142)**Ryu Iida, Canasai Kruengkrai, Ryo Ishida et al.*11 citations*
825. **[From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment ↗](https://doi.org/10.1609/aaai.v33i01.33012736)**David Carral, Larry González, Patrick Koopmann*11 citations*
826. **[Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading ↗](https://doi.org/10.1609/aaai.v33i01.330110023)**Khwaja Mohd. Salik, Swati Aggarwal, Yaman Kumar et al.*11 citations*
827. **[Low-Rank Semidefinite Programming for the MAX2SAT Problem ↗](https://doi.org/10.1609/aaai.v33i01.33011641)**Po-Wei Wang, J. Zico Kolter*11 citations*
828. **[Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications ↗](https://doi.org/10.1609/aaai.v33i01.33017749)**Daniel S. Brown, Scott Niekum*11 citations*
829. **[Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning ↗](https://doi.org/10.1609/aaai.v33i01.330110071)**Lingkai Yang, Yinan Guo, Jian Cheng*11 citations*
830. **[Matroid Constrained Fair Allocation Problem ↗](https://doi.org/10.1609/aaai.v33i01.33019921)**Arpita Biswas, Siddharth Barman*11 citations*
831. **[Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} ↗](https://doi.org/10.1609/aaai.v33i01.33015024)**Qigong Sun, Fanhua Shang, Kang Yang et al.*11 citations*
832. **[Network Structure and Transfer Behaviors Embedding via Deep Prediction Model ↗](https://doi.org/10.1609/aaai.v33i01.33015041)**Xin Sun, Zenghui Song, Junyu Dong et al.*11 citations*
833. **[On Completing Sparse Knowledge Base with Transitive Relation Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33013125)**Zili Zhou, Shaowu Liu, Guandong Xu et al.*11 citations*
834. **[On Strength Adjustment for MCTS-Based Programs ↗](https://doi.org/10.1609/aaai.v33i01.33011222)**I‐Chen Wu, Ti-Rong Wu, An-Jen Liu et al.*11 citations*
835. **[Ontology-Mediated Query Answering over Log-Linear Probabilistic Data ↗](https://doi.org/10.1609/aaai.v33i01.33012711)**Stefan Borgwardt, İsmail İlkan Ceylan, Thomas Lukasiewicz*11 citations*
836. **[Operator Mutexes and Symmetries for Simplifying Planning Tasks ↗](https://doi.org/10.1609/aaai.v33i01.33017586)**Daniel Fišer, Álvaro Torralba, Alexander Shleyfman*11 citations*
837. **[Predicting and Analyzing Language Specificity in Social Media Posts ↗](https://doi.org/10.1609/aaai.v33i01.33016415)**Yifan Gao, Yang Zhong, Daniel Preoțiuc-Pietro et al.*11 citations*
838. **[Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders ↗](https://doi.org/10.1609/aaai.v33i01.3301541)**Partha Sarathi Ghosh, Arpan Losalka, Michael J. Black*11 citations*
839. **[Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach ↗](https://doi.org/10.1609/aaai.v33i01.33017949)**Silviu Pitis*11 citations*
840. **[Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy ↗](https://doi.org/10.1609/aaai.v33i01.33013697)**Bin Gu, Zhouyuan Huo, Heng Huang*11 citations*
841. **[TransConv: Relationship Embedding in Social Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014130)**Yi-Yu Lai, Jennifer Neville, Dan Goldwasser*11 citations*
842. **[Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration ↗](https://doi.org/10.1609/aaai.v33i01.33018034)**Kai Liu, Hua Wang, Fei Han et al.*11 citations*
843. **[When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation ↗](https://doi.org/10.1609/aaai.v33i01.33017233)**Zhao Wang, Aron Culotta*11 citations*
844. **[A Memetic Approach for Sequential Security Games on a Plane with Moving Targets ↗](https://doi.org/10.1609/aaai.v33i01.3301970)**Jan Karwowski, Jacek Mańdziuk, Adam Żychowski et al.*10 citations*
845. **[A Non–Convex Optimization Approach to Correlation Clustering ↗](https://doi.org/10.1609/aaai.v33i01.33015159)**Erik Thiel, Morteza Haghir Chehreghani, Devdatt Dubhashi*10 citations*
846. **[A Preliminary Report of Integrating Science and Computing Teaching Using Logic Programming ↗](https://doi.org/10.1609/aaai.v33i01.33019737)**Yuanlin Zhang, Jianlan Wang, Fox Bolduc et al.*10 citations*
847. **[A Sharper Generalization Bound for Divide-and-Conquer Ridge Regression ↗](https://doi.org/10.1609/aaai.v33i01.33015305)**Shusen Wang*10 citations*
848. **[Approximate Inference of Outcomes in Probabilistic Elections ↗](https://doi.org/10.1609/aaai.v33i01.33012061)**Batya Kenig, Benny Kimelfeld*10 citations*
849. **[Automated Rule Base Completion as Bayesian Concept Induction ↗](https://doi.org/10.1609/aaai.v33i01.33016228)**Zied Bouraoui, Steven Schockaert*10 citations*
850. **[Bidirectional Transition-Based Dependency Parsing ↗](https://doi.org/10.1609/aaai.v33i01.33017434)**Yunzhe Yuan, Yong Jiang, Kewei Tu*10 citations*
851. **[Communication-Efficient Stochastic Gradient MCMC for Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014173)**Chunyuan Li, Changyou Chen, Yunchen Pu et al.*10 citations*
852. **[Eliminating Latent Discrimination: Train Then Mask ↗](https://doi.org/10.1609/aaai.v33i01.33013672)**Soheil Ghili, Ehsan Mohamad Kazemi, Amin Karbasi*10 citations*
853. **[Evaluating Recommender System Stability with Influence-Guided Fuzzing ↗](https://doi.org/10.1609/aaai.v33i01.33014934)**David Shriver, Sebastian G. Elbaum, Matthew B. Dwyer et al.*10 citations*
854. **[Fair and Efficient Memory Sharing: Confronting Free Riders ↗](https://doi.org/10.1609/aaai.v33i01.33011965)**Eric J. Friedman, Vasilis Gkatzelis, Alexandros Psomas et al.*10 citations*
855. **[Learning Basis Representation to Refine 3D Human Pose Estimations ↗](https://doi.org/10.1609/aaai.v33i01.33018925)**Chunyu Wang, Haibo Qiu, Alan Yuille et al.*10 citations*
856. **[Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data ↗](https://doi.org/10.1609/aaai.v33i01.33013454)**Lizhong Ding, Zhi Liu, Yu Li et al.*10 citations*
857. **[Pareto Optimal Allocation under Compact Uncertain Preferences ↗](https://doi.org/10.1609/aaai.v33i01.33011740)**Haris Aziz, Péter Bíró, Ronald de Haan et al.*10 citations*
858. **[Randomized Strategies for Robust Combinatorial Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33017876)**Yasushi Kawase, Hanna Sumita*10 citations*
859. **[Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test ↗](https://doi.org/10.1609/aaai.v33i01.33013108)**Hao Zhang, Shuigeng Zhou, Chuanxu Yan et al.*10 citations*
860. **[Safe Partial Diagnosis from Normal Observations ↗](https://doi.org/10.1609/aaai.v33i01.33013084)**Roni Stern, Brendan Juba*10 citations*
861. **[Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33015369)**Yanzhi Wang, Zheng Zhan, Liang Zhao et al.*10 citations*
862. **[Validation of Growing Knowledge Graphs by Abductive Text Evidences ↗](https://doi.org/10.1609/aaai.v33i01.33012784)**Jianfeng Du, Jeff Z. Pan, Sylvia Wang et al.*10 citations*
863. **[A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes ↗](https://doi.org/10.1609/aaai.v33i01.33019434)**Anna Paola Carrieri, Will P. M. Rowe, Martyn Winn et al.*9 citations*
864. **[A Generalized Language Model in Tensor Space ↗](https://doi.org/10.1609/aaai.v33i01.33017450)**Lipeng Zhang, Peng Zhang, Xindian Ma et al.*9 citations*
865. **[An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search ↗](https://doi.org/10.1609/aaai.v33i01.33012395)**Thomas Weise, Zijun Wu, Markus Wagner*9 citations*
866. **[Chinese NER with Height-Limited Constituent Parsing ↗](https://doi.org/10.1609/aaai.v33i01.33017160)**Rui Wang, Xin Xin, Wei Chang et al.*9 citations*
867. **[Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games ↗](https://doi.org/10.1609/aaai.v33i01.33012085)**Kai Li, Dong Hao*9 citations*
868. **[DSINE: Deep Structural Influence Learning via Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.330110065)**Jianjun Wu, Ying Sha, Bo Jiang et al.*9 citations*
869. **[Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies ↗](https://doi.org/10.1609/aaai.v33i01.33018042)**Robert Platt, Colin Kohler, Marcus Gualtieri*9 citations*
870. **[Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification ↗](https://doi.org/10.1609/aaai.v33i01.33013224)**Christopher Bartley, Wei Liu, Mark A Reynolds*9 citations*
871. **[Forming Probably Stable Communities with Limited Interactions ↗](https://doi.org/10.1609/aaai.v33i01.33012053)**Ayumi Igarashi, Jakub Sliwinski, Yair Zick*9 citations*
872. **[From Recommendation Systems to Facility Location Games ↗](https://doi.org/10.1609/aaai.v33i01.33011772)**Omer Ben-Porat, Gregory Goren, Itay Rosenberg et al.*9 citations*
873. **[Identifying Semantics in Clinical Reports Using Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v33i01.33019552)**Srikanth Mujjiga, Vamsi Krishna, Kalyan Chakravarthi et al.*9 citations*
874. **[Improving Domain-Independent Planning via Critical Section Macro-Operators ↗](https://doi.org/10.1609/aaai.v33i01.33017546)**Lukáš Chrpa, Mauro Vallati*9 citations*
875. **[Learning Compact Model for Large-Scale Multi-Label Data ↗](https://doi.org/10.1609/aaai.v33i01.33015385)**Tong Wei, Yu-Feng Li*9 citations*
876. **[Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014626)**Hyoungwook Nam, Segwang Kim, Kyomin Jung*9 citations*
877. **[On the Inducibility of Stackelberg Equilibrium for Security Games ↗](https://doi.org/10.1609/aaai.v33i01.33012020)**Qingyu Guo, Jiarui Gan, Fei Fang et al.*9 citations*
878. **[Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v33i01.33011917)**Gabriele Farina, Christian Kroer, Tüomas Sandholm*9 citations*
879. **[Policy Optimization with Model-Based Explorations ↗](https://doi.org/10.1609/aaai.v33i01.33014675)**Feiyang Pan, Qingpeng Cai, Anxiang Zeng et al.*9 citations*
880. **[Practical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking ↗](https://doi.org/10.1609/aaai.v33i01.33012189)**Jun Wang, Sujoy Sikdar, Tyler Shepherd et al.*9 citations*
881. **[Re2EMA: Regularized and Reinitialized Exponential Moving Average for Target Model Update in Object Tracking ↗](https://doi.org/10.1609/aaai.v33i01.33018457)**Jianglei Huang, Wengang Zhou*9 citations*
882. **[Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities ↗](https://doi.org/10.1609/aaai.v33i01.33015091)**Yusuke Zn Tanaka, Tomoharu Iwata, Toshiyuki Tanaka et al.*9 citations*
883. **[Robust Online Matching with User Arrival Distribution Drift ↗](https://doi.org/10.1609/aaai.v33i01.3301459)**Yu-Hang Zhou, Liang Chen, Nan Li et al.*9 citations*
884. **[Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis ↗](https://doi.org/10.1609/aaai.v33i01.33011142)**Masamichi Shimosaka, Yuta Hayakawa, Kota Tsubouchi*9 citations*
885. **[Submodular Optimization over Streams with Inhomogeneous Decays ↗](https://doi.org/10.1609/aaai.v33i01.33015861)**Junzhou Zhao, Shuo Shang, Pinghui Wang et al.*9 citations*
886. **[Supervised User Ranking in Signed Social Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301184)**Xiaoming Li, Hui Fang, Jie Zhang*9 citations*
887. **[That’s Mine! Learning Ownership Relations and Norms for Robots ↗](https://doi.org/10.1609/aaai.v33i01.33018058)**Tan Zhi‐Xuan, Jake Brawer, Brian Scassellati*9 citations*
888. **[Towards Fluid Machine Intelligence: Can We Make a Gifted AI? ↗](https://doi.org/10.1609/aaai.v33i01.33019760)**Ian A. K. Davidson, Peter B. Walker*9 citations*
889. **[Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach ↗](https://doi.org/10.1609/aaai.v33i01.33019985)**Jianjie Lu, Raymond Kai‐Yu Tong*9 citations*
890. **[Transforming Underwriting in the Life Insurance Industry ↗](https://doi.org/10.1609/aaai.v33i01.33019373)**Marc E. Maier, Hayley Carlotto, Freddie Sanchez et al.*9 citations*
891. **[Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data ↗](https://doi.org/10.1609/aaai.v33i01.33018207)**Shizhe Chen, Qin Jin, Alexander G. Hauptmann*9 citations*
892. **[Verifiable and Interpretable Reinforcement Learning through Program Synthesis ↗](https://doi.org/10.1609/aaai.v33i01.33019902)**Abhinav Verma*9 citations*
893. **[A Neural Network Approach to Verb Phrase Ellipsis Resolution ↗](https://doi.org/10.1609/aaai.v33i01.33017468)**Weinan Zhang, Yue Zhang, Yuanxing Liu et al.*8 citations*
894. **[Biologically Motivated Algorithms for Propagating Local Target Representations ↗](https://doi.org/10.1609/aaai.v33i01.33014651)**Alexander G. Ororbia, Ankur Mali*8 citations*
895. **[Bounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems ↗](https://doi.org/10.1609/aaai.v33i01.33012387)**Markus Spies, Marco Todescato, Hannes Becker et al.*8 citations*
896. **[Community Focusing: Yet Another Query-Dependent Community Detection ↗](https://doi.org/10.1609/aaai.v33i01.3301329)**Zhuo Wang, Weiping Wang, Chaokun Wang et al.*8 citations*
897. **[Confidence Weighted Multitask Learning ↗](https://doi.org/10.1609/aaai.v33i01.33015636)**Peng Yang, Peilin Zhao, Jiayu Zhou et al.*8 citations*
898. **[Crawling the Community Structure of Multiplex Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301168)**Ricky Laishram, Jeremy Wendt, Sucheta Soundarajan*8 citations*
899. **[Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming ↗](https://doi.org/10.1609/aaai.v33i01.33013003)**Arindam Mitra, Peter E. Clark, Oyvind Tafjord et al.*8 citations*
900. **[Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations ↗](https://doi.org/10.1609/aaai.v33i01.33017039)**Changzhi Sun, Yuanbin Wu*8 citations*

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