Mitchell, Melanie

8 publications

TMLR 2025 Evaluating the Robustness of Analogical Reasoning in Large Language Models Martha Lewis, Melanie Mitchell

ICMLW 2024 Abstract Understanding of Core-Knowledge Concepts: Humans vs. LLMs Alessandro B. Palmarini, Melanie Mitchell

TMLR 2023 The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain Arsenii Kirillovich Moskvichev, Victor Vikram Odouard, Melanie Mitchell

IJCAI 2022 Abstraction for Deep Reinforcement Learning Murray Shanahan, Melanie Mitchell

NeurIPS 2021 A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks Jacob Springer, Melanie Mitchell, Garrett Kenyon

ICMLW 2021 Uncovering Universal Features: How Adversarial Training Improves Adversarial Transferability Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

MLJ 1993 What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation Stephanie Forrest, Melanie Mitchell

NeurIPS 1993 When Will a Genetic Algorithm Outperform Hill Climbing Melanie Mitchell, John H. Holland, Stephanie Forrest