Calmon, Flavio P.

8 publications

CVPR 2025 Multi-Group Proportional Representations for Text-to-Image Models Sangwon Jung, Alex Oesterling, Claudio Mayrink Verdun, Sajani Vithana, Taesup Moon, Flavio P. Calmon

NeurIPS 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) Usha Bhalla, Alex Oesterling, Suraj Srinivas, Flavio P. Calmon, Himabindu Lakkaraju

NeurIPS 2024 Multi-Group Proportional Representation in Retrieval Alex Oesterling, Claudio Mayrink Verdun, Carol Xuan Long, Alexander Glynn, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flavio P. Calmon

NeurIPS 2024 Selective Explanations Lucas Monteiro Paes, Dennis Wei, Flavio P. Calmon

JMLR 2023 Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels Hao Wang, Rui Gao, Flavio P. Calmon

AAAI 2022 Fairness Without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values Haewon Jeong, Hao Wang, Flávio P. Calmon

JMLR 2021 Optimized Score Transformation for Consistent Fair Classification Dennis Wei, Karthikeyan Natesan Ramamurthy, Flavio P. Calmon

AISTATS 2019 Correspondence Analysis Using Neural Networks Hsiang Hsu, Salman Salamatian, Flavio P. Calmon