conftrace_

budget constraint

57 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) contextual bandit (381) approximation algorithm (630) mechanism design (340) policy learning (702) active learning (1301) online algorithm (445) submodular maximization (143)

Papers

Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NIPS 2016
Budgeted Bandit Problems with Continuous Random Costs ACML 2015
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning AISTATS 2014
Spectral Clustering on a Budget AISTATS 2011
Online Passive-Aggressive Algorithms on a Budget AISTATS 2010
Handling Advertisements of Unknown Quality in Search Advertising NIPS 2006
Support Vector Machines on a Budget NIPS 2006