Papers
Learning Semantic Maps from Natural Language Descriptions
Matt Walter, Sachithra Hemachandra, Bianca Homberg et al.
High Altitude Stereo Visual Odometry
Michael Warren, Ben Upcroft
Audio-based Relative Positioning System for Multiple Micro Air Vehicle Systems
Meysam Basiri, Felix Schill, Dario Floreano et al.
Multi-Hypothesis Social Grouping and Tracking for Mobile Robots
Matthias Luber, Kai Arras
Kernel Bayes' Rule: Bayesian Inference with Positive Definite Kernels
Kenji Fukumizu, Le Song, Arthur Gretton
Joint Harmonic Functions and Their Supervised Connections
Mark Vere Culp, Kenneth Joseph Ryan
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis
Alberto N. Escalante-B., Laurenz Wiskott
Efficient Program Synthesis Using Constraint Satisfaction in Inductive Logic Programming
John Ahlgren, Shiu Yin Yuen
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion
Tony Cai, Wen-Xin Zhou
Classifier Selection using the Predicate Depth
Ran Gilad-Bachrach, Christopher J.C. Burges
Classifying With Confidence From Incomplete Information
Nathan Parrish, Hyrum S. Anderson, Maya R. Gupta et al.
Lovasz theta function, SVMs and Finding Dense Subgraphs
Vinay Jethava, Anders Martinsson, Chiranjib Bhattacharyya et al.
Learning Theory Analysis for Association Rules and Sequential Event Prediction
Cynthia Rudin, Benjamin Letham, David Madigan
Consistent Selection of Tuning Parameters via Variable Selection Stability
Wei Sun, Junhui Wang, Yixin Fang
Sparse Matrix Inversion with Scaled Lasso
Tingni Sun, Cun-Hui Zhang
PC Algorithm for Nonparanormal Graphical Models
Naftali Harris, Mathias Drton
Communication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, John C. Duchi, Martin J. Wainwright
Fast MCMC Sampling for Markov Jump Processes and Extensions
Vinayak Rao, Yee Whye Teh
Multivariate Convex Regression with Adaptive Partitioning
Lauren A. Hannah, David B. Dunson
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising
Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela et al.
GURLS: A Least Squares Library for Supervised Learning
Andrea Tacchetti, Pavan K. Mallapragada, Matteo Santoro et al.
Divvy: Fast and Intuitive Exploratory Data Analysis
Joshua M. Lewis, Virginia R. de Sa, Laurens van der Maaten
QuantMiner for Mining Quantitative Association Rules
Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet et al.