210 citations · 587 across the 34 of their papers we have counts for
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cs.LG2023★ 2 cited
Your representations are in the network: composable and parallel adaptation for large scale models
Yonatan Dukler, Alessandro Achille, Hao Yang +7
We propose InCA, a lightweight method for transfer learning that cross-attends to any activation layer of a pre-trained model. During training, InCA uses a single forward pass to e…
cs.LG2022★ 3 cited
Differentially Private Shapley Values for Data Evaluation
Lauren Watson, Rayna Andreeva, Hao-Tsung Yang +1
The Shapley value has been proposed as a solution to many applications in machine learning, including for equitable valuation of data. Shapley values are computationally expensive…