Puqian Wang | DeepAI

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Featured Co-authors

Ilias Diakonikolas
82 publications
Daniel M. Kane
65 publications
Jelena Diakonikolas
27 publications
Nikos Zarifis
16 publications

research

∙ 07/13/2023

Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise

We study the problem of learning general (i.e., not necessarily homogene...

0 Ilias Diakonikolas, et al. ∙

research

∙ 06/28/2023

Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise

We study the problem of PAC learning γ-margin halfspaces with Random Cla...

0 Ilias Diakonikolas, et al. ∙

research

∙ 06/13/2023

Robustly Learning a Single Neuron via Sharpness

We study the problem of learning a single neuron with respect to the L_2...

0 Puqian Wang, et al. ∙

research

∙ 01/28/2021

Potential Function-based Framework for Making the Gradients Small in Convex and Min-Max Optimization

Making the gradients small is a fundamental optimization problem that ha...

0 Jelena Diakonikolas, et al. ∙