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

690 papers · page 5 of 7 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2016](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2016/)

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401. **[Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond ↗](https://doi.org/10.1609/aaai.v30i1.10210)**Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet*11 citations*
402. **[Incentives for Strategic Behavior in Fisher Market Games ↗](https://doi.org/10.1609/aaai.v30i1.10044)**Ning Chris Chen, Xiaotie Deng, Bo Tang et al.*11 citations*
403. **[Minimizing User Involvement for Learning Human Mobility Patterns from Location Traces ↗](https://doi.org/10.1609/aaai.v30i1.10086)**Basma Alharbi, Abdulhakim A. Qahtan, Xiangliang Zhang*11 citations*
404. **[Multi-Variable Agents Decomposition for DCOPs ↗](https://doi.org/10.1609/aaai.v30i1.10127)**Ferdinando Fioretto, William Yeoh, Enrico Pontelli*11 citations*
405. **[Non-Linear Similarity Learning for Compositionality ↗](https://doi.org/10.1609/aaai.v30i1.10356)**Masashi Tsubaki, Kevin Duh, Masashi Shimbo et al.*11 citations*
406. **[On the Completeness of Best-First Search Variants That Use Random Exploration ↗](https://doi.org/10.1609/aaai.v30i1.10081)**Richard Valenzano, Fan Xie*11 citations*
407. **[Online Instrumental Variable Regression with Applications to Online Linear System Identification ↗](https://doi.org/10.1609/aaai.v30i1.10215)**Arun Venkatraman, Wen Sun, Martial Hebert et al.*11 citations*
408. **[Optimal Aggregation of Uncertain Preferences ↗](https://doi.org/10.1609/aaai.v30i1.10017)**Ariel D. Procaccia, Nisarg Shah*11 citations*
409. **[Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization ↗](https://doi.org/10.1609/aaai.v30i1.10074)**Chen Xu, Zhouchen Lin, Zhenyu Zhao et al.*11 citations*
410. **[Submodular Asymmetric Feature Selection in Cascade Object Detection ↗](https://doi.org/10.1609/aaai.v30i1.10146)**Baosheng Yu, Meng Fang, Dacheng Tao et al.*11 citations*
411. **[Two-Stream Contextualized CNN for Fine-Grained Image Classification ↗](https://doi.org/10.1609/aaai.v30i1.9917)**Jiang Liu, Chenqiang Gao, Deyu Meng et al.*11 citations*
412. **[Visual Learning of Arithmetic Operation ↗](https://doi.org/10.1609/aaai.v30i1.9882)**Yedid Hoshen, Shmuel Peleg*11 citations*
413. **[A First-Order Logic of Probability and Only Knowing in Unbounded Domains ↗](https://doi.org/10.1609/aaai.v30i1.10108)**Vaishak Belle, Gerhard Lakemeyer, Hector J. Levesque*10 citations*
414. **[A Semantical Analysis of Second-Order Propositional Modal Logic ↗](https://doi.org/10.1609/aaai.v30i1.10100)**Francesco Belardinelli, Wiebe van der Hoek*10 citations*
415. **[Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes ↗](https://doi.org/10.1609/aaai.v30i1.10098)**Zhe Wang, Ling‐Yu Duan, Tiejun Huang et al.*10 citations*
416. **[An Algorithm to Coordinate Measurements Using Stochastic Human Mobility Patterns in Large-Scale Participatory Sensing Settings ↗](https://doi.org/10.1609/aaai.v30i1.9903)**Alexandros Zenonos, Sebastian Stein, Nicholas R. Jennings*10 citations*
417. **[Automated Capture and Execution of Manufacturability Rules Using Inductive Logic Programming ↗](https://doi.org/10.1609/aaai.v30i2.19080)**Abha Moitra, Ravi Palla, Arvind Rangarajan*10 citations*
418. **[Business-Aware Visual Concept Discovery from Social Media for Multimodal Business Venue Recognition ↗](https://doi.org/10.1609/aaai.v30i1.9984)**Bor-Chun Chen, Yanying Chen, Francine Chen et al.*10 citations*
419. **[DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays ↗](https://doi.org/10.1609/aaai.v30i1.10222)**Shandian Zhe, Yuan Qi, Youngja H. Park et al.*10 citations*
420. **[Efficient PAC-Optimal Exploration in Concurrent, Continuous State MDPs with Delayed Updates ↗](https://doi.org/10.1609/aaai.v30i1.10307)**Jason Pazis, Ronald Parr*10 citations*
421. **[Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection ↗](https://doi.org/10.1609/aaai.v30i1.10446)**Chao Zhu, Yuxin Peng*10 citations*
422. **[Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver ↗](https://doi.org/10.1609/aaai.v30i1.10218)**Yan‐Ming Zhang, Xu-Yao Zhang, Xiao–Tong Yuan et al.*10 citations*
423. **[MOOCs Meet Measurement Theory: A Topic-Modelling Approach ↗](https://doi.org/10.1609/aaai.v30i1.10151)**Jiazhen He, Benjamin I. P. Rubinstein, James Bailey et al.*10 citations*
424. **[SAPE: A System for Situation-Aware Public Security Evaluation ↗](https://doi.org/10.1609/aaai.v30i1.9828)**Shu Wu, Qiang Liu, Ping Bai et al.*10 citations*
425. **[A Deep Choice Model ↗](https://doi.org/10.1609/aaai.v30i1.10059)**Makoto Otsuka, Takayuki Osogami*9 citations*
426. **[Algorithms for Differentially Private Multi-Armed Bandits ↗](https://doi.org/10.1609/aaai.v30i1.10212)**Aristide C. Y. Tossou, Christos Dimitrakakis*9 citations*
427. **[Conquering Adversary Behavioral Uncertainty in Security Games: An Efficient Modeling Robust Based Algorithm ↗](https://doi.org/10.1609/aaai.v30i1.9960)**Thanh H. Nguyen, Arunesh Sinha, Milind Tambe*9 citations*
428. **[Discriminative Structure Learning of Arithmetic Circuits ↗](https://doi.org/10.1609/aaai.v30i1.9963)**Amirmohammad Rooshenas, Daniel Lowd*9 citations*
429. **[Egocentric Video Search via Physical Interactions ↗](https://doi.org/10.1609/aaai.v30i1.10009)**Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong et al.*9 citations*
430. **[Fast and Accurate Refined Nyström-Based Kernel SVM ↗](https://doi.org/10.1609/aaai.v30i1.10244)**Zhe Li, Tianbao Yang, Lijun Zhang et al.*9 citations*
431. **[Fine-Grained Semantic Conceptualization of FrameNet ↗](https://doi.org/10.1609/aaai.v30i1.10332)**Jin-woo Park, Seung-won Hwang, Haixun Wang*9 citations*
432. **[Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness ↗](https://doi.org/10.1609/aaai.v30i1.10240)**Kazuo Hara, Ikumi Suzuki, Kei Kobayashi et al.*9 citations*
433. **[Improving Predictive State Representations via Gradient Descent ↗](https://doi.org/10.1609/aaai.v30i1.10270)**Nan Jiang, Alex Kulesza, Satinder Pal Singh*9 citations*
434. **[Incremental Stochastic Factorization for Online Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v30i1.10311)**André da Motta Salles Barreto, Rafael L. Beirigo, Joëlle Pineau et al.*9 citations*
435. **[Learning with Marginalized Corrupted Features and Labels Together ↗](https://doi.org/10.1609/aaai.v30i1.10152)**Yingming Li, Ming Yang, Zenglin Xu et al.*9 citations*
436. **[Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model ↗](https://doi.org/10.1609/aaai.v30i1.9889)**Ryo Nakahashi, Chris L. Baker, Joshua B. Tenenbaum*9 citations*
437. **[Optimal Discrete Matrix Completion ↗](https://doi.org/10.1609/aaai.v30i1.10300)**Zhouyuan Huo, Ji yin Liu, Heng Huang*9 citations*
438. **[Representing Verbs as Argument Concepts ↗](https://doi.org/10.1609/aaai.v30i1.10324)**Yu Lan Gong, Kaiqi Zhao, Kenny Qili Zhu*9 citations*
439. **[Sparse Latent Space Policy Search ↗](https://doi.org/10.1609/aaai.v30i1.10272)**Kevin Sebastian Luck, Joni Pajarinen, Erik Berger et al.*9 citations*
440. **[Steiner Tree Problems with Side Constraints Using Constraint Programming ↗](https://doi.org/10.1609/aaai.v30i1.10435)**Diego de Uña, Graeme Gange, Peter Schachte et al.*9 citations*
441. **[Syntactic Skeleton-Based Translation ↗](https://doi.org/10.1609/aaai.v30i1.10343)**Tong Xiao, Jingbo Zhu, Chunliang Zhang et al.*9 citations*
442. **[Tiebreaking Strategies for A* Search: How to Explore the Final Frontier ↗](https://doi.org/10.1609/aaai.v30i1.10071)**Masataro Asai, Alex S. Fukunaga*9 citations*
443. **[Write-righter: An Academic Writing Assistant System ↗](https://doi.org/10.1609/aaai.v30i1.9823)**Yuanchao Liu, Xin Eric Wang, Ming Liu et al.*9 citations*
444. **[A Proximal Alternating Direction Method for Semi-Definite Rank Minimization ↗](https://doi.org/10.1609/aaai.v30i1.10228)**Ganzhao Yuan, Bernard Ghanem*8 citations*
445. **[Accelerated Sparse Linear Regression via Random Projection ↗](https://doi.org/10.1609/aaai.v30i1.10260)**Weizhong Zhang, Lijun Zhang, Rong Jin et al.*8 citations*
446. **[Active Learning with Cross-Class Knowledge Transfer ↗](https://doi.org/10.1609/aaai.v30i1.10224)**Yuchen Guo, Guiguang Ding, Yuqi Wang et al.*8 citations*
447. **[Discriminative Vanishing Component Analysis ↗](https://doi.org/10.1609/aaai.v30i1.10223)**Chenping Hou, Feiping Nie, Dacheng Tao*8 citations*
448. **[EKNOT: Event Knowledge from News and Opinions in Twitter ↗](https://doi.org/10.1609/aaai.v30i1.9826)**Min Li, Jingjing Wang, Wenzhu Tong et al.*8 citations*
449. **[Exploring Multiple Feature Spaces for Novel Entity Discovery ↗](https://doi.org/10.1609/aaai.v30i1.10390)**Zhaohui Wu, Yang Song, Clyde Lee Giles*8 citations*
450. **[Identifying Sentiment Words Using an Optimization Model with L1 Regularization ↗](https://doi.org/10.1609/aaai.v30i1.9968)**Zhihong Deng, Hongliang Yu, Yunlun Yang*8 citations*
451. **[Labeling the Semantic Roles of Commas ↗](https://doi.org/10.1609/aaai.v30i1.10395)**Naveen Arivazhagan, Christos Christodoulopoulos, Dan Roth*8 citations*
452. **[Learning Future Classifiers without Additional Data ↗](https://doi.org/10.1609/aaai.v30i1.10208)**Atsutoshi Kumagai, Tomoharu Iwata*8 citations*
453. **[Learning Structural Features of Nodes in Large-Scale Networks for Link Prediction ↗](https://doi.org/10.1609/aaai.v30i1.9919)**Aakas Zhiyuli, Xun Liang, Xiaoping Zhou*8 citations*
454. **[Multi-Attribute Proportional Representation ↗](https://doi.org/10.1609/aaai.v30i1.10024)**Jérôme Lang, Piotr Skowron*8 citations*
455. **[Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization ↗](https://doi.org/10.1609/aaai.v30i1.10207)**Adish Kumar Singla, Sebastian Tschiatschek, Andreas Krause*8 citations*
456. **[On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks ↗](https://doi.org/10.1609/aaai.v30i1.10005)**Chuan De Zhou, Weixue Lu, Peng Zhang et al.*8 citations*
457. **[Path Following with Adaptive Path Estimation for Graph Matching ↗](https://doi.org/10.1609/aaai.v30i1.10457)**Tao Wang, Haibin Ling*8 citations*
458. **[Random Composite Forests ↗](https://doi.org/10.1609/aaai.v30i1.10203)**Giulia DeSalvo, Mehryar Mohri*8 citations*
459. **[SAT-to-SAT: Declarative Extension of SAT Solvers with New Propagators ↗](https://doi.org/10.1609/aaai.v30i1.10111)**Tomi Janhunen, Shahab Tasharrofi, Eugenia Ternovska*8 citations*
460. **[Strategic Behaviour When Allocating Indivisible Goods ↗](https://doi.org/10.1609/aaai.v30i1.9877)**Toby Walsh*8 citations*
461. **[The Ostomachion Process ↗](https://doi.org/10.1609/aaai.v30i1.10250)**Xuhui Fan, Bin Li, Yi Wang et al.*8 citations*
462. **[Toward a Taxonomy and Computational Models of Abnormalities in Images ↗](https://doi.org/10.1609/aaai.v30i1.10468)**Babak Saleh, Ahmed Elgammal, Jacob Feldman et al.*8 citations*
463. **[Using Declarative Programming in an Introductory Computer Science Course for High School Students ↗](https://doi.org/10.1609/aaai.v30i1.9863)**Maritza Reyes, Cynthia Perez, Rocky Upchurch et al.*8 citations*
464. **[Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics ↗](https://doi.org/10.1609/aaai.v30i1.9912)**Lucas Agussurja, Hoong Chuin Lau, Shih-Fen Cheng*7 citations*
465. **[Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints ↗](https://doi.org/10.1609/aaai.v30i1.10419)**Hadi Mohasel Afshar, Scott Sanner, Christfried Webers*7 citations*
466. **[Exclusion Method for Finding Nash Equilibrium in Multi-Player Games: (Extended Abstract) ↗](https://doi.org/10.1609/aaai.v31i1.10581)**Kimmo Berg, Tüomas Sandholm*7 citations*
467. **[Fixed-Rank Supervised Metric Learning on Riemannian Manifold ↗](https://doi.org/10.1609/aaai.v30i1.10246)**Yadong Mu*7 citations*
468. **[Global Model Checking on Pushdown Multi-Agent Systems ↗](https://doi.org/10.1609/aaai.v30i1.10124)**Taolue Chen, Fu Song, Zhilin Wu*7 citations*
469. **[Implementing Troubleshooting with Batch Repair ↗](https://doi.org/10.1609/aaai.v30i1.10075)**Roni Stern, Meir Kalech, Hilla Shinitzky*7 citations*
470. **[Indefinite Scalability for Living Computation ↗](https://doi.org/10.1609/aaai.v30i1.9802)**David H. Ackley*7 citations*
471. **[Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices ↗](https://doi.org/10.1609/aaai.v30i1.10006)**Mohammad Islam, K. S. M. Hossain, Siddharth Krishnan et al.*7 citations*
472. **[Interaction Point Processes via Infinite Branching Model ↗](https://doi.org/10.1609/aaai.v30i1.10248)**Peng Lin, Bang Zhang, Ting Guo et al.*7 citations*
473. **[Knowledge Transfer with Interactive Learning of Semantic Relationships ↗](https://doi.org/10.1609/aaai.v30i1.10265)**Jonghyun Choi, Sung Ju Hwang, Leonid Sigal et al.*7 citations*
474. **[Local Search for Hard SAT Formulas: The Strength of the Polynomial Law ↗](https://doi.org/10.1609/aaai.v30i1.10083)**Sixue Liu, Periklis A. Papakonstantinou*7 citations*
475. **[Metric Learning for Ordinal Data ↗](https://doi.org/10.1609/aaai.v30i1.10280)**Yuan Shi, Wenzhe Li, Fei Sha*7 citations*
476. **[Multiwinner Analogues of the Plurality Rule: Axiomatic and Algorithmic Perspectives ↗](https://doi.org/10.1609/aaai.v30i1.10031)**Piotr Faliszewski, Piotr Skowron, Arkadii M. Slinko et al.*7 citations*
477. **[Personalized Alert Agent for Optimal User Performance ↗](https://doi.org/10.1609/aaai.v30i1.10057)**Avraham Shvartzon, Amos Azaria, Sarit Kraus et al.*7 citations*
478. **[Pose-Dependent Low-Rank Embedding for Head Pose Estimation ↗](https://doi.org/10.1609/aaai.v30i1.10144)**Handong Zhao, Zhengming Ding, Yun Fu*7 citations*
479. **[Predicting Prices in the Power TAC Wholesale Energy Market ↗](https://doi.org/10.1609/aaai.v30i1.9940)**Moinul Morshed Porag Chowdhury*7 citations*
480. **[Randomised Procedures for Initialising and Switching Actions in Policy Iteration ↗](https://doi.org/10.1609/aaai.v30i1.10408)**Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan*7 citations*
481. **[Rules for Choosing Societal Tradeoffs ↗](https://doi.org/10.1609/aaai.v30i1.10055)**Vincent Conitzer, Rupert Freeman, Markus Brill et al.*7 citations*
482. **[Scaling Relational Inference Using Proofs and Refutations ↗](https://doi.org/10.1609/aaai.v30i1.10426)**Ravi Mangal, Xin Zhang, Aditya Kamath et al.*7 citations*
483. **[Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling ↗](https://doi.org/10.1609/aaai.v30i1.10164)**Lin Chen, Forrest W. Crawford, Amin Karbasi*7 citations*
484. **[A Scalable Framework to Choose Sellers in E-Marketplaces Using POMDPs ↗](https://doi.org/10.1609/aaai.v30i1.9995)**Athirai A. Irissappane, Frans Adriaan Oliehoek, Jie Zhang*6 citations*
485. **[Adaptive Normalized Risk-Averting Training for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10189)**Zhiguang Wang, Tim Oates, James Lo*6 citations*
486. **[Agenda Separability in Judgment Aggregation ↗](https://doi.org/10.1609/aaai.v30i1.10097)**Jérôme Lang, Marija Slavkovik, Srdjan Vesic A*6 citations*
487. **[An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid ↗](https://doi.org/10.1609/aaai.v30i1.9900)**Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar et al.*6 citations*
488. **[Behavioral Experiments in Email Filter Evasion ↗](https://doi.org/10.1609/aaai.v30i1.10061)**Liyiming Ke, Bo Li, Yevgeniy Vorobeychik*6 citations*
489. **[Creating Images by Learning Image Semantics Using Vector Space Models ↗](https://doi.org/10.1609/aaai.v30i1.10149)**Derrall Heath, Dan A. Ventura*6 citations*
490. **[Decentralized Approximate Bayesian Inference for Distributed Sensor Network ↗](https://doi.org/10.1609/aaai.v30i1.10201)**Behnam Gholami, Sejong Yoon, Vladimir Pavlović*6 citations*
491. **[Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning ↗](https://doi.org/10.1609/aaai.v30i1.10173)**Hua Wang, Cheng Dan Deng, Hao Zhang et al.*6 citations*
492. **[Factorization Ranking Model for Move Prediction in the Game of Go ↗](https://doi.org/10.1609/aaai.v30i1.10180)**Chenjun Xiao, Martin Müller*6 citations*
493. **[Infinite Plaid Models for Infinite Bi-Clustering ↗](https://doi.org/10.1609/aaai.v30i1.10192)**Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano et al.*6 citations*
494. **[Intelligent Habitat Restoration Under Uncertainty ↗](https://doi.org/10.1609/aaai.v30i1.9898)**Tommaso Urli, Jana Brotánková, Philip Kilby et al.*6 citations*
495. **[Is It Harmful When Advisors Only Pretend to Be Honest? ↗](https://doi.org/10.1609/aaai.v30i1.10125)**Dongxia Wang, Tim Muller, Jie Zhang et al.*6 citations*
496. **[Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision ↗](https://doi.org/10.1609/aaai.v30i1.10467)**Marius Leordeanu, Alexandra Radu, Shumeet Baluja et al.*6 citations*
497. **[Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data ↗](https://doi.org/10.1609/aaai.v30i1.10281)**Mingkui Tan, Yan Yan, Li Wang et al.*6 citations*
498. **[Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization ↗](https://doi.org/10.1609/aaai.v30i1.10068)**Yiyang Wang, Risheng Liu, Xiaoliang Song et al.*6 citations*
499. **[Maximizing Revenue with Limited Correlation: The Cost of Ex-Post Incentive Compatibility ↗](https://doi.org/10.1609/aaai.v30i1.10040)**Michael Albert, Vincent Conitzer, Giuseppe Lopomo*6 citations*
500. **[Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data ↗](https://doi.org/10.1609/aaai.v30i1.9927)**Yingxiang Yang, Peter Widhalm, Shounak M. Athavale et al.*6 citations*

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