Papers
173,579 papers found
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
Robust Kernel Density Estimation
JooSeuk Kim, Clayton D. Scott
Robust Loop Closing Over Time
Yasir Latif, Cesar Cadena Lerma, José Neira
Robust Multi-task Regression with Grossly Corrupted Observations
Huan Xu, Chenlei Leng
Robust Navigation Execution by Planning in Belief Space
Bhaskara Marthi
Robustness and risk-sensitivity in Markov decision processes
Takayuki Osogami
Robust Object Grasping using Force Compliant Motion Primitives
Moslem Kazemi, Jean-Sebastien Valois, J. Andrew Bagnell et al.
Sally: A Tool for Embedding Strings in Vector Spaces
Konrad Rieck, Christian Wressnegger, Alexander Bikadorov
Sample Complexity of Composite Likelihood
Joseph Bradley, Carlos Guestrin
Sampling Methods for the Nyström Method
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
Scalable imputation of genetic data with a discrete fragmentation-coagulation process
Lloyd Elliott, Yee W. Teh