Candice Schumann
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
combinatorial optimization
(1)
stochastic optimization
(1)
image generation
(1)
sequential decision making
(1)
machine learning fairness
(1)
piecewise linear
(1)
generative model
(1)
multi-armed bandit
(1)
diffusion model
(1)
fairness metric
(1)
crowdsourced annotation
(1)
pure exploration
(1)
dataset bia
(1)
manifold geometry
(1)
demographic parity
(1)
equalized odd
(1)
equal opportunity
(1)
latent vector
(1)
comprehension metric
(1)
combinatorial pure exploration
(1)
Papers
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
ICLR 2025
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
NeurIPS 2023
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics
ICML 2020
Making the Cut: A Bandit-based Approach to Tiered Interviewing
NeurIPS 2019