Papers
Random Utility Theory for Social Choice
Hossein Azari, David Parks, Lirong Xia
Rare Probability Estimation under Regularly Varying Heavy Tails
Mesrob I. Ohannessian, Munther A. Dahleh
Rational inference of relative preferences
Nisheeth Srivastava, Paul R. Schrater
Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression
Christoph Hartmann, Joschka Boedecker, Oliver Obst et al.
Recognition and Pose Estimation of Rigid Transparent Objects with a Kinect Sensor
Ilya Lysenkov, victor Eruhimov, Gary Bradski
Recognizing Activities by Attribute Dynamics
Weixin Li, Nuno Vasconcelos
Reconstruction from Anisotropic Random Measurements
Mark Rudelson, Shuheng Zhou
Recovering Networks from Distance Data
Sandhya Prabhakaran, Karin J. Metzner, Alexander Böhm et al.
Recovery of Sparse Probability Measures via Convex Programming
Mert Pilanci, Laurent E. Ghaoui, Venkat Chandrasekaran
Reducing Conservativeness in Safety Guarantees by Learning Disturbances Online: Iterated Guaranteed Safe Online Learning
Jeremy Gillula, Claire Tomlin
Reducing statistical time-series problems to binary classification
Daniil Ryabko, Jeremie Mary
Refinement of Operator-valued Reproducing Kernels
Haizhang Zhang, Yuesheng Xu, Qinghui Zhang
Regression for sets of polynomial equations
Franz Kiraly, Paul Von Buenau, Jan Muller et al.
Regularization Paths with Guarantees for Convex Semidefinite Optimization
Joachim Giesen, Martin Jaggi, Soeren Laue
Regularization Techniques for Learning with Matrices
Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari
Regularized Bundle Methods for Convex and Non-Convex Risks
Trinh Minh Tri Do, Thierry Artières
Regularized Off-Policy TD-Learning
Bo Liu, Sridhar Mahadevan, Ji Liu
Relax and Randomize : From Value to Algorithms
Sasha Rakhlin, Ohad Shamir, Karthik Sridharan
Repulsive Mixtures
Francesca Petralia, Vinayak Rao, David B. Dunson
Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise
Sahand Negahban, Martin J. Wainwright
Rigidity Maintenance Control for Multi-Robot Systems
Daniel Zelazo, Antonio Franchi, Frank Allgöwer et al.
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds
Teodor M. Moldovan, Pieter Abbeel
Risk-Aversion in Multi-armed Bandits
Amir Sani, Alessandro Lazaric, Rémi Munos
Robust Interactive Learning
Maria Florina Balcan, Steve Hanneke