Pablo Villalobos

According to our database1, Pablo Villalobos authored at least 5 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2022
2023
2024
0
1
2
3
4
1
2
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Position: Will we run out of data? Limits of LLM scaling based on human-generated data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
AI capabilities can be significantly improved without expensive retraining.
CoRR, 2023

2022
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning.
CoRR, 2022

Machine Learning Model Sizes and the Parameter Gap.
CoRR, 2022

Compute Trends Across Three Eras of Machine Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022


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