Papers
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions
Yasin Abbasi Yadkori, Peter L Bartlett, Varun Kanade et al.
Online Learning of Dynamic Parameters in Social Networks
Shahin Shahrampour, Sasha Rakhlin, Ali Jadbabaie
Online Learning under Delayed Feedback
Pooria Joulani, Andras Gyorgy, Csaba Szepesvari
Online Learning with Costly Features and Labels
Navid Zolghadr, Gabor Bartok, Russell Greiner et al.
Online Learning with Predictable Sequences
Alexander Rakhlin, Karthik Sridharan
Online Learning with Switching Costs and Other Adaptive Adversaries
Nicolò Cesa-Bianchi, Ofer Dekel, Ohad Shamir
Online Motion Segmentation Using Dynamic Label Propagation
Ali Elqursh, Ahmed Elgammal
Online Object Tracking: A Benchmark
Yi Wu, Jongwoo Lim, Ming-Hsuan Yang
Online PCA for Contaminated Data
Jiashi Feng, Huan Xu, Shie Mannor et al.
Online Relative Margin Maximization for Statistical Machine Translation
Vladimir Eidelman, Yuval Marton, Philip Resnik
Online Robust Dictionary Learning
Cewu Lu, Jiaping Shi, Jiaya Jia
Online Robust Non-negative Dictionary Learning for Visual Tracking
Naiyan Wang, Jingdong Wang, Dit-Yan Yeung
Online Robust PCA via Stochastic Optimization
Jiashi Feng, Huan Xu, Shuicheng Yan
Online Similarity Prediction of Networked Data from Known and Unknown Graphs
Claudio Gentile, Mark Herbster, Stephen Pasteris
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking
Ryan D Turner, Steven Bottone, Clay J Stanek
Online Video SEEDS for Temporal Window Objectness
Michael Van Den Bergh, Gemma Roig, Xavier Boix et al.
On model selection consistency of penalized M-estimators: a geometric theory
Jason Lee, Yuekai Sun, Jonathan E Taylor
On multi-class classification through the minimization of the confusion matrix norm
Sokol Koço, Cécile Capponi
On One-Shot Similarity Kernels: Explicit Feature Maps and Properties
Stefanos Zafeiriou, Irene Kotsia
On Poisson Graphical Models
Eunho Yang, Pradeep K Ravikumar, Genevera I Allen et al.
On Provably Safe Obstacle Avoidance for Autonomous Robotic Ground Vehicles
Stefan Mitsch, Khalil Ghorbal, Andre Platzer
On Quality Ratings for Spoken Dialogue Systems – Experts vs. Users
Stefan Ultes, Alexander Schmitt, Wolfgang Minker
On Robust Estimation of High Dimensional Generalized Linear Models
Eunho Yang, Ambuj Tewari, Pradeep Ravikumar