Papers
184,605 papers found
Toward Provably Correct Feature Selection in Arbitrary Domains
Dimitris Margaritis
Towards cyclic fabrication systems for modular robotics and rapid manufacturing
M. Moses, H. Yamaguchi and G. S. Chirikjian
Tracking Dynamic Sources of Malicious Activity at Internet Scale
Shobha Venkataraman, Avrim Blum, Dawn Song et al.
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference
Khashayar Rohanimanesh, Sameer Singh, Andrew McCallum et al.
Transfer Learning for Reinforcement Learning Domains: A Survey
Matthew E. Taylor, Peter Stone
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model
Jianqing Fan, Richard Samworth, Yichao Wu
Underwater human-robot interaction via biological motion identification
J. Sattar and G. Dudek
Universal Kernel-Based Learning with Applications to Regular Languages
Leonid (Aryeh) Kontorovich, Boaz Nadler
Unsupervised Detection of Regions of Interest Using Iterative Link Analysis
Gunhee Kim, Antonio Torralba
Unsupervised discovery of object classes from range data using latent Dirichlet allocation
F. Endres, C. Plagemann, C. Stachniss and W. Burgard
Unsupervised feature learning for audio classification using convolutional deep belief networks
Honglak Lee, Peter Pham, Yan Largman et al.
Unsupervised Feature Selection for the $k$-means Clustering Problem
Christos Boutsidis, Petros Drineas, Michael W. Mahoney
Using Local Dependencies within Batches to Improve Large Margin Classifiers
Volkan Vural, Glenn Fung, Balaji Krishnapuram et al.
Variational Gaussian-process factor analysis for modeling spatio-temporal data
Jaakko Luttinen, Alexander Ilin
Variational Inference for the Nested Chinese Restaurant Process
Chong Wang, David M. Blei
View-based maps
K. Konolige, J. Bowman, J. D. Chen et al.
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
Which graphical models are difficult to learn?
Andrea Montanari, Jose A. Pereira
White Functionals for Anomaly Detection in Dynamical Systems
Marco Cuturi, Jean-philippe Vert, Alexandre D'aspremont
Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation
Jie Luo, Barbara Caputo, Vittorio Ferrari
Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise
Jacob Whitehill, Ting-fan Wu, Jacob Bergsma et al.
Zero-shot Learning with Semantic Output Codes
Mark Palatucci, Dean Pomerleau, Geoffrey E. Hinton et al.
A Bahadur Representation of the Linear Support Vector Machine
Ja-Yong Koo, Yoonkyung Lee, Yuwon Kim et al.
Abstractions and Algorithms for Cooperative Multiple Robot Planar Manipulation
Peng Cheng, Jonathan Fink, Vijay Kumar