Search Results for author: Erin George

Found 3 papers, 0 papers with code

Benign overfitting in leaky ReLU networks with moderate input dimension

no code implementations11 Mar 2024 Kedar Karhadkar, Erin George, Michael Murray, Guido Montúfar, Deanna Needell

The problem of benign overfitting asks whether it is possible for a model to perfectly fit noisy training data and still generalize well.

Attribute Binary Classification

Detecting and Mitigating Indirect Stereotypes in Word Embeddings

no code implementations23 May 2023 Erin George, Joyce Chew, Deanna Needell

To evaluate this method, we perform a series of common tests and demonstrate that measures of bias in the word embeddings are reduced in exchange for minor reduction in the semantic quality of the embeddings.

Attribute Word Embeddings

Optimal asymptotic of the $J$ functional with respect to the $d_1$ metric

no code implementations7 Jan 2021 Tamás Darvas, Erin George, Kevin Smith

We obtain sharp inequalities between the large scale asymptotic of the $J$ functional with respect to the $d_1$ metric on the space of Kahler metrics.

Differential Geometry Complex Variables

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