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researcher

C. Igoe

3 papers hereh-index 476 citations10 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedHow Useful are Gradients for OOD Detection Really?

7 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2026

LABBench2: An Improved Benchmark for AI Systems Performing Biology Research

Jon M Laurent, Albert Bou, Michael Pieler +9

Optimism for accelerating scientific discovery with AI continues to grow. Current applications of AI in scientific research range from training dedicated foundation models on scien…

stat.ML2023

Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality

Dhruv Malik, Conor Igoe, Yuanzhi Li +1

In recommender system or crowdsourcing applications of online learning, a human's preferences or abilities are often a function of the algorithm's recent actions. Motivated by this…

cs.LG2022★ 7 cited

How Useful are Gradients for OOD Detection Really?

Conor Igoe, Youngseog Chung, Ian Char +1

One critical challenge in deploying highly performant machine learning models in real-life applications is out of distribution (OOD) detection. Given a predictive model which is ac…

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