Papers
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty
Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson et al.
Estimation with Incomplete Data: The Linear Case
Karthika Mohan, Felix Thoemmes, Judea Pearl
Stochastic Anytime Search for Bounding Marginal MAP
Radu Marinescu, Rina Dechter, Alexander Ihler
Lifted Filtering via Exchangeable Decomposition
Stefan Lüdtke, Max Schröder, Sebastian Bader et al.
Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance
Xiaobai Liu, Donovan Lo, Chau Thuan
Patent Litigation Prediction: A Convolutional Tensor Factorization Approach
Qi Liu, Han Wu, Yuyang Ye et al.
Building Sparse Deep Feedforward Networks using Tree Receptive Fields
Xiaopeng Li, Zhourong Chen, Nevin L. Zhang
Policy Optimization with Second-Order Advantage Information
Jiajin Li, Baoxiang Wang, Shengyu Zhang
Efficient Symbolic Integration for Probabilistic Inference
Samuel Kolb, Martin Mladenov, Scott Sanner et al.
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams
Amin Jaber, Jiji Zhang, Elias Bareinboim
Redundancy-resistant Generative Hashing for Image Retrieval
Changying Du, Xingyu Xie, Changde Du et al.
Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation
Trong Dinh Thac Do, Longbing Cao
On Robust Trimming of Bayesian Network Classifiers
YooJung Choi, Guy Van den Broeck
The Promise and Perils of Myopia in Dynamic Pricing With Censored Information
Meenal Chhabra, Sanmay Das, Ilya Ryzhov
Efficient Localized Inference for Large Graphical Models
Jinglin Chen, Jian Peng, Qiang Liu
Parameterised Queries and Lifted Query Answering
Tanya Braun, Ralf Möller
Active Recurrence of Lighting Condition for Fine-Grained Change Detection
Qian Zhang, Wei Feng, Liang Wan et al.
Active Object Reconstruction Using a Guided View Planner
Xin Yang, Yuanbo Wang, Yaru Wang et al.
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations
Zhihua Wang, Stefano Rosa, Bo Yang et al.
Behavioral Cloning from Observation
Faraz Torabi, Garrett Warnell, Peter Stone
Robot Task Interruption by Learning to Switch Among Multiple Models
Anahita Mohseni-Kabir, Manuela Veloso
Learning Unmanned Aerial Vehicle Control for Autonomous Target Following
Siyi Li, Tianbo Liu, Chi Zhang et al.
An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation
Yueying Kao, Weiming Li, Zairan Wang et al.
Online, Interactive User Guidance for High-dimensional, Constrained Motion Planning
Fahad Islam, Oren Salzman, Maxim Likhachev
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation
Zhang-Wei Hong, Yu-Ming Chen, Hsuan-Kung Yang et al.