Papers
Finite Time Analysis of Stratified Sampling for Monte Carlo
Alexandra Carpentier, Rémi Munos
Finite-Time Regional Verification of Stochastic Nonlinear Systems
Jacob Steinhardt, Russ Tedrake
Forest Density Estimation
Han Liu, Min Xu, Haijie Gu et al.
Friendly Patrolling: A Model of Natural Encounters
Kotaro Hayashi, Masahiro Shiomi, Takayuki Kanda et al.
From Bandits to Experts: On the Value of Side-Observations
Shie Mannor, Ohad Shamir
From Caging to Grasping
Alberto Rodriguez, Matt Mason, Steve Ferry
From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models
Skander Mensi, Richard Naud, Wulfram Gerstner
Gaussian process modulated renewal processes
Yee W. Teh, Vinayak Rao
Gaussian Process Training with Input Noise
Andrew Mchutchon, Carl E. Rasmussen
Generalised Coupled Tensor Factorisation
Kenan Y. Yılmaz, Ali T. Cemgil, Umut Simsekli
Generalization Bound for Infinitely Divisible Empirical Process
Chao Zhang, Dacheng Tao
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss
Joseph Keshet, David A. McAllester
Generalized Beta Mixtures of Gaussians
Artin Armagan, Merlise Clyde, David B. Dunson
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition
Nobuyuki Morioka, Shin'ichi Satoh
Generalized TD Learning
Tsuyoshi Ueno, Shin-ichi Maeda, Motoaki Kawanabe et al.
Generalizing from Several Related Classification Tasks to a New Unlabeled Sample
Gilles Blanchard, Gyemin Lee, Clayton Scott
Generative Kernels for Exponential Families
Arvind Agarwal, Hal Daumé III
Generative Modeling for Maximizing Precision and Recall in Information Visualization
Jaakko Peltonen, Samuel Kaski
Global Motion Planning under Uncertain Motion, Sensing, and Environment Map
Hanna Kurniawati, Tirthankar Bandyopadhyay, Nicholas Patrikalakis
Global Optimization of Robotic Grasps
Carlos Rosales Gallegos, Josep Porta, Lluis Ros
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent
Shinichi Nakajima, Masashi Sugiyama, S. D. Babacan
Greedy Algorithms for Structurally Constrained High Dimensional Problems
Ambuj Tewari, Pradeep K. Ravikumar, Inderjit S. Dhillon
Greedy Model Averaging
Dong Dai, Tong Zhang
Group Anomaly Detection using Flexible Genre Models
Liang Xiong, Barnabás Póczos, Jeff G. Schneider