Flavio P. Calmon
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6)
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(13)
ποΈ
Keyword Collector
(56)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
JMLR (2)
AAAI (1)
AISTATS (1)
CVPR (1)
Top co-authors
Keywords
representation learning
(3)
intersectional group
(2)
information theory
(2)
model interpretability
(2)
fair classification
(2)
convex optimization
(1)
binary classification
(1)
differential privacy
(1)
model editing
(1)
bias mitigation
(1)
computational efficiency
(1)
feature attribution
(1)
multimodal learning
(1)
multivariate analysis
(1)
generative model
(1)
approximation quality
(1)
generalization bound
(1)
fairness metric
(1)
embedding learning
(1)
sparse recovery
(1)
Papers
Multi-Group Proportional Representations for Text-to-Image Models
CVPR 2025
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
NIPS 2024
Multi-Group Proportional Representation in Retrieval
NIPS 2024
Selective Explanations
NIPS 2024
Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels
JMLR 2023
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values
AAAI 2022
Optimized Score Transformation for Consistent Fair Classification
JMLR 2021
Correspondence Analysis Using Neural Networks
AISTATS 2019