Schumann, Candice

5 publications

ICLR 2025 What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models Ahmed Imtiaz Humayun, Ibtihel Amara, Cristina Nader Vasconcelos, Deepak Ramachandran, Candice Schumann, Junfeng He, Katherine A Heller, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei

ICMLW 2024 On the Local Geometry of Deep Generative Manifolds Ahmed Imtiaz Humayun, Ibtihel Amara, Candice Schumann, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei

NeurIPS 2023 Consensus and Subjectivity of Skin Tone Annotation for ML Fairness Candice Schumann, Femi Olanubi, Auriel Wright, Ellis Monk, Courtney Heldreth, Susanna Ricco

ICML 2020 Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics Debjani Saha, Candice Schumann, Duncan Mcelfresh, John Dickerson, Michelle Mazurek, Michael Tschantz

NeurIPS 2019 Making the Cut: A Bandit-Based Approach to Tiered Interviewing Candice Schumann, Zhi Lang, Jeffrey Foster, John Dickerson