selection-via-proxy's People
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chrisyeh96 xrosliang muran337287 d3v3l0 fagan2888 shengcheng gatsbychen douxiaotian gg-yuki zhangyuchaoxjtu brunoscaglione aniruddha-ju trendingtechnology shadowclouds data-ai-ml-services galina0217 rnaimehaom woxiaosa successhaha ryan0v0 kellsky yeefeizzzselection-via-proxy's Issues
There is seems to be no difference between random & k-centers CIFAR10 preact 20
Hi,
I am getting exactly the same results for k-centers & random coresets with preact20 on cifar10.
I used preact20 as a target and proxy.
Maybe you have changed something in the code after all the experiments.
Details for correlation are not sufficiently provided.
Kindly, provide the code and details of the spearman's correlation calculation.
Embeddings vs Activations
Hi, thank you for a really interesting repo.
I was curious would it be the same for K-centers if we use embedding instead of activations?
Also, did you test only preact resnets or resnet18 would be as good as preact resnet for K-centers?
Thanks!
Some question about forgetting_events
When using forgetting_events as selection method, if the training of proxy model is interrupted, do you need to record the status of forgetting_events?
License?
Thanks for sharing this very interesting work. Right now, no license has been included in the repo, meaning all rights are reserved (https://opensource.stackexchange.com/questions/1720/what-can-i-assume-if-a-publicly-published-project-has-no-license), and it cannot be used by others.
Could you perhaps consider including some form of open-source license?
greedy k-center algorithm
Dear authors,
I have a question regarding the implementation of the greedy k-center algorithm.
When I run the greedy k-center algorithm with your code, I always get 1000 (which corresponds to the size of the initial subset) more points than the number I specified through the "subset" argument.
Could you explain why this might be happening?
Thank you.
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