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researcher

Sam Liu

2 papers hereh-index 14 citations3 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedPAC Learning Guarantees Under Covariate Shift

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2025

Emergence: Overcoming Privileged Information Bias in Asymmetric Embodied Agents via Active Querying

Shaun Baek, Sam Liu, Joseph Ukpong

Large Language Models (LLMs) act as powerful reasoning engines but struggle with "symbol grounding" in embodied environments, particularly when information is asymmetrically distri…

cs.LG2018★ 2 cited

PAC Learning Guarantees Under Covariate Shift

Artidoro Pagnoni, Stefan Gramatovici, Samuel Liu

We consider the Domain Adaptation problem, also known as the covariate shift problem, where the distributions that generate the training and test data differ while retaining the sa…

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