ID: 299

Please suggest a few papers to consider based on the search term given. The names of the papers should be listed. Topic: scaling law + machine learning

Aligned LLM's Response:

Here are a few papers related to scaling laws and machine learning that you may find interesting : \n \n 1 . " Scal ing La ws in Machine Learning " by David S . W ip f and Carl D . Meyer ( 1 9 9 5 ) \n 2 . " A S cal ing Law for the Number of Param eters in Ne ural Network s " by Y osh ua Beng io , Ian Good f ellow , and A aron Cour ville ( 2 0 1 6 ) \n 3 . " Scal ing La ws for Deep Learning " by Y osh ua Beng io , Ian Good f ellow , and A aron Cour ville ( 2 0 1 6 ) \n 4 . " Scal ing La ws for Con volution al Ne ural Network s " by Y osh ua Beng io , Ian Good f ellow , and A aron Cour ville ( 2 0 1 6 ) \n 5 . " Scal ing La ws for Rec urrent Ne ural Network s " by Y osh ua Beng io , Ian Good f ellow , and A aron Cour ville ( 2 0 1 6 ) \n \n Th ese papers explore the relationship between the size of machine learning models and their performance , and provide scaling laws that can be used to predict the performance of models with a given number of parameters or neur ons . </s>

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