AI and the Web
| VELDA: Relating an Image Tweet’s Text and Images | |
| Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu |
| Lower and Upper Bounds for SPARQL Queries over OWL Ontologies | |
| Birte Glimm, Yevgeny Kazakov, Ilianna Kollia, Giorgos Stamou |
| FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering | |
| Kalpa Gunaratna, Krishnaparasad Thirunarayan, Amit Sheth |
| Kernel Density Estimation for Text-Based Geolocation | |
| Mans Hulden, Miikka Silfverberg, Jerid Francom |
| Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes | |
| Patrick Koopmann, Renate A. Schmidt |
| A Tri-Role Topic Model for Domain-Specific Question Answering | |
| Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong |
| Leveraging Social Foci for Information Seeking in Social Media | |
| Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu |
| Question/Answer Matching for CQA System via Combining Lexical and Sequential Information | |
| Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong |
| A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem | |
| Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva |
| Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC | |
| Dongjin Song, David A Meyer |
| Causal Inference via Sparse Additive Models with Application to Online Advertising | |
| Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang |
| Sampling Representative Users from Large Social Networks | |
| Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su |
| RAIN: Social Role-Aware Information Diffusion | |
| Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang |
| Are Features Equally Representative? A Feature-Centric Recommendation | |
| Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu |
Applications
| A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data | |
| Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng |
| Efficient Computation of Semivalues for Game-Theoretic Network Centrality | |
| Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge |
| Learning User-Specific Latent Influence and Susceptibility from Information Cascades | |
| Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng |
Cognitive Modeling
| An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations | |
| Josefina Sierra-Santibanez |
Cognitive Systems
| Bayesian Affect Control Theory of Self | |
| Jesse Hoey, Tobias Schroeder |
| Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner | |
| Daniel R. Schlegel, Stuart C Shapiro |
| An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building | |
| Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li |
Computational Sustainability and AI
| Best-Response Planning of Thermostatically Controlled Loads under Power Constraints | |
| Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. de Weerdt |
| FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments | |
| John P. Dickerson, Tuomas Sandholm |
| Energy Disaggregation via Learning Powerlets and Sparse Coding | |
| Ehsan Elhamifar, Shankar Sastry |
| Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery | |
| Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert B. van Dover |
| Data Analysis and Optimization for (Citi)Bike Sharing | |
| Eoin O'Mahony, David B. Shmoys |
| Risk Based Optimization for Improving Emergency Medical Systems | |
| Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau |
| Predisaster Preparation of Transportation Networks | |
| Hermann Schichl, Meinolf Sellmann |
| SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers | |
| Bochao Shen, Balakrishnan Narayanaswamy, Ravi Sundaram |
| Incentivizing Users for Balancing Bike Sharing Systems | |
| Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause |
| A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data | |
| Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie |
| Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle | |
| Alexander David Styler, Illah Reza Nourbakhsh |
Game Theory and Economic Paradigms
| Audit Games with Multiple Defender Resources | |
| Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha |
| A Faster Core Constraint Generation Algorithm for Combinatorial Auctions | |
| Benedikt Bünz, Sven Seuken, Benjamin Lubin |
| A Unifying Hierarchy of Valuations with Complements and Substitutes | |
| Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis |
| A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences | |
| Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism | |
| Chen Hajaj, John P. Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne |
| Stable Invitations | |
| Hooyeon Lee, Yoav Shoham |
| Voting Rules As Error-Correcting Codes | |
| Ariel D. Procaccia, Nisarg Shah, Yair Zick |
| Envy-Free Cake-Cutting in Two Dimensions | |
| Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann |
| Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location | |
| Paolo Serafino, Carmine Ventre |
| A Graphical Representation for Games in Partition Function Form | |
| Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo |
Heuristic Search and Optimization
| Optimal Column Subset Selection by A-Star Search | |
| Hiromasa Arai, Crystal Maung, Haim Schweitzer |
| Complexity Results for Compressing Optimal Paths | |
| Adi Botea, Ben Strasser, Daniel Harabor |
| Two Weighting Local Search for Minimum Vertex Cover | |
| Shaowei Cai, Jinkun Lin, Kaile Su |
| Initializing Bayesian Hyperparameter Optimization via Meta-Learning | |
| Matthias Feurer, Jost Tobias Springenberg, Frank Hutter |
| Solving Distributed Constraint Optimization Problems Using Logic Programming | |
| Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh |
| Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization | |
| Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet |
Human-Computation and Crowd Sourcing
| CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets | |
| David Sanchez-Charles, Victor Muntes-Mulero, Marc Sole, Jordi Nin |
| On the Impossibility of Convex Inference in Human Computation | |
| Nihar B. Shah, Dengyong Zhou |
| Efficient Task Sub-Delegation for Crowdsourcing | |
| Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang |
Humans and AI
| When Suboptimal Rules | |
| Avshalom Elmalech, David Sarne, Avi Rosenfeld, Eden Shalom Erez |
| Predicting Emotion Perception Across Domains: A Study of Singing and Speaking | |
| Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl |
Integrated Systems
| Learning to Manipulate Unknown Objects in Clutter by Reinforcement | |
| Abdeslam Boularias, James Andrew Bagnell, Anthony Stentz |
| Toward Mobile Robots Reasoning Like Humans | |
| Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean |
| Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS | |
| Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme |
| Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities | |
| Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz |
| CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot | |
| Shiqi Zhang, Peter Stone |
| Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing | |
| Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz |
Knowledge Representation and Reasoning
| asprin: Customizing Answer Set Preferences without a Headache | |
| Gerhard Brewka, James Delgrande, Javier Romero, Torsten Schaub |
| Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies | |
| Jianfeng Du, Kewen Wang, Yi-Dong Shen |
| Parallelized Hitting Set Computation for Model-Based Diagnosis | |
| Dietmar Jannach, Thomas Schmitz, Kostyantyn Shchekotykhin |
| From Classical to Consistent Query Answering under Existential Rules | |
| Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I Simari |
| Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation | |
| Claudia Schulz, Francesca Toni |
| Minimizing User Involvement for Accurate Ontology Matching Problems | |
| Anika Schumann, Freddy Lecue |
| Projection in the Epistemic Situation Calculus with Belief Conditionals | |
| Christoph Schwering, Gerhard Lakemeyer |
| Belief Revision Games | |
| Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis |
| Interactive Query-Based Debugging of ASP Programs | |
| Kostyantyn Shchekotykhin |
| Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence | |
| Tran Cao Son, Enrico Pontelli, Chitta Baral, Gregory Gelfond |
| Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles | |
| Giorgio Stefanoni, Boris Motik |
| How Many Diagnoses Do We Need? | |
| Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman |
| The Relative Expressiveness of Abstract Argumentation and Logic Programming | |
| Hannes Strass |
| Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base | |
| Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang |
Machine Learning Applications
| Scalable and Interpretable Data Representation for High-Dimensional, Complex Data | |
| Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah |
| Learning Hybrid Models with Guarded Transitions | |
| Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster |
| Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation | |
| Weiwei Shen, Jun Wang |
| On Machine Learning towards Predictive Sales Pipeline Analytics | |
| Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang |
Multiagent Systems
| Multi-Agent Pathfinding as a Combinatorial Auction | |
| Ofra Amir, Guni Sharon, Roni Stern |
| Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork | |
| Samuel Barrett, Peter Stone |
| Cognitive Social Learners: An Architecture for Modeling Normative Behavior | |
| Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Reese Sukthankar |
| Multi-Agent Path Finding on Strongly Biconnected Digraphs | |
| Adi Botea, Pavel Surynek |
| Cupid: Commitments in Relational Algebra | |
| Amit Chopra, Munindar Singh |
| Automated Analysis of Commitment Protocols Using Probabilistic Model Checking | |
| Akın Günay, Song Songzheng, Yang Liu, Jie Zhang |
| SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning | |
| Patrick MacAlpine, Eric Price, Peter Stone |
| Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time | |
| Piotr Krzysztof Skowron, Piotr Faliszewski |
| Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation | |
| Piotr Krzysztof Skowron, Piotr Faliszewski, Jerome Lang |
NLP and Knowledge Representation
| Learning Entity and Relation Embeddings for Knowledge Graph Completion | |
| Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu |
| Phrase Type Sensitive Tensor Indexing Model for Semantic Composition | |
| Yu Zhao, Zhiyuan Liu, Maosong Sun |
NLP and Machine Learning
| Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning | |
| Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith |
| Contrastive Unsupervised Word Alignment with Non-Local Features | |
| Yang Liu, Maosong Sun |
| Never-Ending Learning | |
| Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling |
| The Utility of Text: The Case of Amicus Briefs and the Supreme Court | |
| Yanchuan Sim, Bryan R Routledge, Noah A Smith |
| A Family of Latent Variable Convex Relaxations for IBM Model 2 | |
| Andrei Arsene Simion, Michael Collins, Cliff Stein |
| Microblog Sentiment Classification with Contextual Knowledge Regularization | |
| Fangzhao Wu, Yangqiu Song, Yongfeng Huang |
NLP and Text Mining
| Extracting Verb Expressions Implying Negative Opinions | |
| Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu |
| Topical Word Embeddings | |
| Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun |
| Towards Knowledge-Driven Annotation | |
| Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras |
| Using Frame Semantics for Knowledge Extraction from Twitter | |
| Anders Søgaard, Barbara Plank, Hector Martinez Alonso |
Novel Machine Learning Algorithms
| Bayesian Maximum Margin Principal Component Analysis | |
| Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi |
| Localized Centering: Reducing Hubness in Large-Sample Data | |
| Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović |
| Kernelized Online Imbalanced Learning with Fixed Budgets | |
| Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So |
| Maximin Separation Probability Clustering | |
| Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen |
| Self-Paced Curriculum Learning | |
| Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann |
| Spectral Learning of Predictive State Representations with Insufficient Statistics | |
| Alex Kulesza, Nan Jiang, Satinder Singh |
| Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data | |
| Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin |
| Support Consistency of Direct Sparse-Change Learning in Markov Networks | |
| Song Liu, Taiji Suzuki, Masashi Sugiyama |
| Low-Rank Similarity Metric Learning in High Dimensions | |
| Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang |
| The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation | |
| Tengfei Ma, Issei Sato, Hiroshi Nakagawa |
| UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning | |
| Patrick MacAlpine, Mike Depinet, Peter Stone |
| Doubly Robust Covariate Shift Correction | |
| Sashank Jakkam Reddi, Barnabas Poczos, Alex Smola |
| Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery | |
| Peter Schulam, Fredrick Wigley, Suchi Saria |
| SP-SVM: Large Margin Classifier for Data on Multiple Manifolds | |
| Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach |
| Spectral Label Refinement for Noisy and Missing Text Labels | |
| Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang |
| Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation | |
| Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley |
| Gaussian Cardinality Restricted Boltzmann Machines | |
| Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen |
| Convex Batch Mode Active Sampling via α-Relative Pearson Divergence | |
| Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen |
| Relational Stacked Denoising Autoencoder for Tag Recommendation | |
| Hao Wang, Xingjian Shi, Dit-Yan Yeung |
| Learning to Hash on Structured Data | |
| Qifan Wang, Luo Si, Bin Shen |
| Optimal Estimation of Multivariate ARMA Models | |
| Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans |
| Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time | |
| Ga Wu, Scott Sanner, Rodrigo F.S.C. Oliveira |
| Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation | |
| Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu |
| Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model | |
| Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada |
| Multi-Source Domain Adaptation: A Causal View | |
| Kun Zhang, Mingming Gong, Bernhard Schoelkopf |
| A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing | |
| Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen |
Planning and Scheduling
| Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs | |
| Meysam Aghighi, Peter Jonsson, Simon Ståhlberg |
| Transition Constraints for Parallel Planning | |
| Nina Ghanbari Ghooshchi, Majid Namazi, M A Hakim Newton, Abdul Sattar |
| Preference Planning for Markov Decision Processes | |
| Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang |
| Planning Over Multi-Agent Epistemic States: A Classical Planning Approach | |
| Christian Muise, Vaishak Belle, Paolo Felli, Sheila McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg |
| From Non-Negative to General Operator Cost Partitioning | |
| Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp |
| Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection | |
| Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek |
| Automatic Configuration of Sequential Planning Portfolios | |
| Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter |
| Heuristics and Symmetries in Classical Planning | |
| Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle |
| Factored Symmetries for Merge-and-Shrink Abstractions | |
| Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz |
| Improving Exploration in UCT Using Local Manifolds | |
| Sriram Srinivasan, Erik Talvitie, Michael Bowling |
| Tractability of Planning with Loops | |
| Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell |
| Real-Time Symbolic Dynamic Programming | |
| Luis Gustavo Rocha Vianna, Leliane N. de Barros, Scott Sanner |
Reasoning under Uncertainty
| Loss-Calibrated Monte Carlo Action Selection | |
| Ehsan Abbasnejad, Justin Domke, Scott Sanner |
| Linear-Time Gibbs Sampling in Piecewise Graphical Models | |
| Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad |
| Stable Model Counting and Its Application in Probabilistic Logic Programming | |
| Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey |
| Submodular Surrogates for Value of Information | |
| Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause |
| On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions | |
| Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman |
| Lifting Model Sampling for General Game Playing to Incomplete-Information Models | |
| Michael Schofield, Michael Thielscher |
| On Interruptible Pure Exploration in Multi-Armed Bandits | |
| Alexander Shleyfman, Antonín Komenda, Carmel Domshlak |
| Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs | |
| Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate |
| On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison | |
| Chongjie Zhang, Julie A. Shah |
Search and Constraint Satisfaction
| Strong Bounds Consistencies and Their Application to Linear Constraints | |
| Christian Bessiere, Anastasia Paparrizou, Kostas Stergiou |
Vision
| A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations | |
| Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal, Jacob Feldman, Manish Singh |
| Automatic Topic Discovery for Multi-Object Tracking | |
| Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim |
| Complex Event Detection via Event Oriented Dictionary Learning | |
| Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe |
| Deep Representation Learning with Target Coding | |
| Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang |
| Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information | |
| Haonan Yu, Jeffrey Mark Siskind |
Senior Member Papers
| Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology | |
| Tuomas Sandholm |
| Towards a Programmer’s Apprentice (Again) | |
| Howard Elliot Shrobe, Boris Katz, Randall Davis |
| Conducting Neuroscience to Guide the Development of AI | |
| Jeffrey Mark Siskind |
| Abstraction for Solving Large Incomplete-Information Games | |
| Tuomas Sandholm |
| Semantic Representation | |
| Lenhart K. Schubert |
Student Abstracts
| Placing Influencing Agents in a Flock | |
| Katie Genter, Peter Stone |
| Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) | |
| Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe |
| A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity | |
| Mahboobeh Parsapoor, John Brooke, Bertil Svensson |
| GEF: A Self-Programming Robot Using Grammatical Evolution | |
| Charles Peabody, Jennifer H. Seitzer |
| Graphical Representation of Assumption-Based Argumentation | |
| Claudia Schulz |
| Actionable Combined High Utility Itemset Mining | |
| Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? | |
| Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam |
| Multimedia Data for the Visually Impaired | |
| Niket Tandon, Shekhar Sharma, Tanima Makkad |
| Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews | |
| Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu |
| Global Policy Construction in Modular Reinforcement Learning | |
| Ruohan Zhang, Zhao Song, Dana H. Ballard |
Doctoral Consortium
| Modeling Eye Movements when Reading Microblogs | |
| Maria Barrett, Anders Soegaard |
| Explaining Answer Set Programming in Argumentative Terms | |
| Claudia Schulz |
| Optimal Multi-Agent Pathfinding Algorithms | |
| Guni Sharon |
| Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions | |
| Leandro Soriano Marcolino |
Demonstrations
| Towards Cognitive Automation of Data Science | |
| Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga |
| Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program | |
| Noam Brown, Sam Ganzfried, Tuomas Sandholm |
| Inferring Latent User Properties from Texts Published in Social Media | |
| Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma |
Virtual Agent Demonstrations
| SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications | |
| Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margo Lhommet, Gale Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David Traum, Albert Rizzo |
| Interactive Narrative Planning in The Best Laid Plans | |
| Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright |
What's Hot Abstracts
| What's Hot in the SAT and ASP Competitions | |
| Marijn Heule, Torsten Schaub |
Copyright © 2018 Association for the Advancement of Artificial Intelligence. All Rights Reserved.