72 citations · 119 across the 18 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2013★ 2 cited
Continuum armed bandit problem of few variables in high dimensions
Hemant Tyagi, Bernd Gärtner
We consider the stochastic and adversarial settings of continuum armed bandits where the arms are indexed by [0,1]^d. The reward functions r:[0,1]^d -> R are assumed to intrinsical…
cs.LG2009
An Exponential Lower Bound on the Complexity of Regularization Paths
Bernd Gärtner, Martin Jaggi, Clément Maria
For a variety of regularized optimization problems in machine learning, algorithms computing the entire solution path have been developed recently. Most of these methods are quadra…