Alon Gonen | DeepAI

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∙ 02/08/2020

Towards a combinatorial characterization of bounded memory learning

Combinatorial dimensions play an important role in the theory of machine...

0 Alon Gonen, et al. ∙

∙ 01/31/2020

Boosting Simple Learners

We consider boosting algorithms under the restriction that the weak lear...

6 Noga Alon, et al. ∙

∙ 05/27/2019

Private Learning Implies Online Learning: An Efficient Reduction

We study the relationship between the notions of differentially private ...

0 Alon Gonen, et al. ∙

∙ 10/17/2018

Learning in Non-convex Games with an Optimization Oracle

We consider adversarial online learning in a non-convex setting under th...

0 Alon Gonen, et al. ∙

∙ 05/21/2018

Effective Dimension of Exp-concave Optimization

We investigate the role of the effective (a.k.a. statistical) dimension ...

0 Naman Agarwal, et al. ∙

∙ 02/19/2014

Subspace Learning with Partial Information

The goal of subspace learning is to find a k-dimensional subspace of R^d...

0 Alon Gonen, et al. ∙

∙ 12/07/2011

Active Learning of Halfspaces under a Margin Assumption

We derive and analyze a new, efficient, pool-based active learning algor...

0 Alon Gonen, et al. ∙

∙ 06/08/2011

Large-Scale Convex Minimization with a Low-Rank Constraint

We address the problem of minimizing a convex function over the space of...

0 Shai Shalev-Shwartz, et al. ∙

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