conftrace_

online optimization

108 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) convex optimization (1321) multi-armed bandit (1098) submodular optimization (261) gradient descent (1144) bandit feedback (118) competitive ratio (74) resource allocation (251)

Papers

Stochastic convex optimization with bandit feedback NIPS 2011
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization JMLR 2010
Beyond Convexity: Online Submodular Minimization NIPS 2009
Mind the Duality Gap: Logarithmic regret algorithms for online optimization NIPS 2008
Online Optimization in X-Armed Bandits NIPS 2008
Differentiable Sparse Coding NIPS 2008
The Price of Bandit Information for Online Optimization NIPS 2007
Spatially-Adaptive Learning Rates for Online Incremental SLAM RSS 2007