◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Melanie Mitchell

2 papers hereh-index 2178 citations5 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.LG2
same name
  • Melanie Mitchell — 12 papers, h 45
  • Melanie Mitchell — 11 papers, h 13
  • Melanie Mitchell — 4 papers, h 2
  • Melanie Mitchell — 4 papers, h 4
  • Melanie Mitchell — 2 papers, h 3
  • Melanie Mitchell — 1 paper

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

most citedThe ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

22 citations · 24 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 22 cited

The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

Arseny Moskvichev, Victor Vikram Odouard, Melanie Mitchell

The abilities to form and abstract concepts is key to human intelligence, but such abilities remain lacking in state-of-the-art AI systems. There has been substantial research on c…

cs.LG2021★ 2 cited

A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks

Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

Adversarial examples for neural network image classifiers are known to be transferable: examples optimized to be misclassified by a source classifier are often misclassified as wel…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.