Order-Independence Without Fine Tuning. - Reid McIlroy-Young; Katrina Brown; Conlan Olson; Linjun Zhang; Cynthia Dwork (NeurIPS, 2024)

Set-Based Prompting: Provably Solving the Language Model Order Dependency Problem. - Reid McIlroy-Young; Katrina Brown; Conlan Olson; Linjun Zhang; Cynthia Dwork (CoRR, 2024)

Diverse Concept Proposals for Concept Bottleneck Models. - Katrina Brown; Marton Havasi; Finale Doshi-Velez (CoRR, 2024)

Order Independence With Finetuning. - Katrina Brown; Reid McIlroy-Young (CoRR, 2025)

Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models. - Sid Bharthulwar; John Rho; Katrina Brown (CoRR, 2025)