1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic
Sachin Goyal, Pratyush Maini, Zachary C. Lipton +2
Vision-language models (VLMs) are trained for thousands of GPU hours on carefully curated web datasets. In recent times, data curation has gained prominence with several works deve…
cs.LG2024
An Axiomatic Approach to Model-Agnostic Concept Explanations
Zhili Feng, Michal Moshkovitz, Dotan Di Castro +1
Concept explanation is a popular approach for examining how human-interpretable concepts impact the predictions of a model. However, most existing methods for concept explanations…
cs.LG2023★ 1 cited
Can Neural Network Memorization Be Localized?
Pratyush Maini, Michael C. Mozer, Hanie Sedghi +3
Recent efforts at explaining the interplay of memorization and generalization in deep overparametrized networks have posited that neural networks "hard" example…