Applications
Taming the Matthew Effect in Online Markets with Social Influence | |
Franco Berbeglia, Pascal Van Hentenryck |
Game Theory and Economic Paradigms
Optimizing Positional Scoring Rules for Rank Aggregation | |
Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris |
Obvious Strategyproofness Needs Monitoring for Good Approximations | |
Diodato Ferraioli, Carmine Ventre |
Security Games on a Plane | |
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch |
Knowledge Representation and Reasoning
Entropic Causal Inference | |
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi |
Machine Learning Applications
Predicting Soccer Highlights from Spatio-Temporal Match Event Streams | |
Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis |
A Framework for Minimal Clustering Modification via Constraint Programming | |
Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson |
Progressive Prediction of Student Performance in College Programs | |
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar |
Personalized Donor-Recipient Matching for Organ Transplantation | |
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar |
Machine Learning Methods
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO | |
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi |
A Riemannian Network for SPD Matrix Learning | |
Zhiwu Huang, Luc Van Gool |
Matching Node Embeddings for Graph Similarity | |
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis |
Column Networks for Collective Classification | |
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh |
Policy Search with High-Dimensional Context Variables | |
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama |
Variable Kernel Density Estimation in High-Dimensional Feature Spaces | |
Christiaan Maarten van der Walt, Etienne Barnard |
Multiagent Systems
Decentralized Planning in Stochastic Environments with Submodular Rewards | |
Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar |
Natural Language Processing and Machine Learning
Geometry of Compositionality | |
Hongyu Gong, Suma Bhat, Pramod Viswanath |
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network | |
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme |
Search and Constraint Satisfaction
CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver | |
Cornelis Jan van Leeuwen, Przemyslaw Pawelczak |
Extending Compact-Table to Negative and Short Tables | |
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus |
Vision
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | |
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi |
Special Track on Cognitive Systems
Semantic Proto-Role Labeling | |
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley |
Special Track on Computational Sustainability
Counting-Based Reliability Estimation for Power-Transmission Grids | |
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi |
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning | |
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben |
Extracting Urban Microclimates from Electricity Bills | |
Thuy Vu, D. Stott Parker |
Student Abstracts
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization | |
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu |
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