Papers
EBEK: Exemplar-Based Kernel Preserving Embedding
Ahmed Elbagoury, Rania Ibrahim, Mohamed S. Kamel et al.
Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations
Finale Doshi-Velez, George Konidaris
A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data
Gary Doran, Andrew Latham, Soumya Ray
Learning Higher-Order Logic Programs through Abstraction and Invention
Andrew Cropper, Stephen H. Muggleton
Cost-Aware Pre-Training for Multiclass Cost-Sensitive Deep Learning
Yu-An Chung, Hsuan-Tien Lin, Shao-Wen Yang
ADL™: A Topic Model for Discovery of Activities of Daily Living in a Smart Home
Yu Chen, Tom Diethe, Peter Flach
Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events
Ting Chen, Lu-An Tang, Yizhou Sun et al.
A Generalized Matching Pursuit Approach for Graph-Structured Sparsity
Feng Chen, Baojian Zhou
Cold-Start Recommendations for Audio News Stories Using Matrix Factorization
Ehsan Mohammady Ardehaly, Aron Culotta, Vivek Sundararaman et al.
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss
Cesare Alippi, Giacomo Boracchi, Diego Carrera et al.
The Complexity of Learning Acyclic CP-Nets
Eisa Alanazi, Malek Mouhoub, Sandra Zilles
Driver Frustration Detection from Audio and Video in the Wild
Irman Abdić, Lex Fridman, Daniel McDuff et al.
A Characterization of the Semantics of Logic Programs with Aggregates
Yuanlin Zhang, Maede Rayatidamavandi
Expressive Completeness of Existential Rule Languages for Ontology-Based Query Answering
Heng Zhang, Yan Zhang, Jia-Huai You
From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction
Han Xiao, Minlie Huang, Xiaoyan Zhu
Connecting Qualitative Spatial and Temporal Representations by Propositional Closure
Diedrich Wolter, Jae Hee Lee
On the Representation and Embedding of Knowledge Bases beyond Binary Relations
Jianfeng Wen, Jianxin Li, Yongyi Mao et al.
Text-Enhanced Representation Learning for Knowledge Graph
Zhigang Wang, Juanzi Li
Distributed Autoepistemic Logic and its Application to Access Control
Pieter Van Hertum, Marcos Cramer, Bart Bogaerts et al.
Efficient Query Answering over Expressive Inconsistent Description Logics
Eleni Tsalapati, Giorgos Stoilos, Giorgos Stamou et al.
Sampling-Based Belief Revision
Michael Thielscher
Diagnosability of Discrete-Event Systems with Uncertain Observations
Xingyu Su, Marina Zanella, Alban Grastien