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researcher

M. Szummer

4 papers hereh-index 235.1k citations46 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20122025
most citedAmortized learning of neural causal representations

4 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.AI2025★ 1 cited

A Self-Improving Coding Agent

Maxime Robeyns, Martin Szummer, Laurence Aitchison

Recent advancements in Large Language Models (LLMs) have spurred interest in deploying LLM agents to undertake tasks in the world. LLMs are often deployed in agent systems: code th…

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