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Dylan J. Foster

20 papers hereh-index 12648 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author12
  • last author6

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.AI3
  • stat.ML1
same name
  • Dylan J. Foster — 4 papers, h 32

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
behavior diversity 1language model fine-tuning 1reinforcement learning 1representation-based exploration 1test-time inference 1

From the 1 of 20 linked papers with an AI index.

activity
20242026
collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

The Coverage Principle: How Pre-Training Enables Post-Training

Fan Chen, Audrey Huang, Noah Golowich +5

Language models demonstrate remarkable abilities when pre-trained on large text corpora and fine-tuned for specific tasks, but how and why pre-training shapes the success of the fi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.