Flavio du Pin Calmon
Harvard University
H-index: 29
North America-United States
Top articles of Flavio du Pin Calmon
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Adapting Fairness Interventions to Missing Values | Advances in Neural Information Processing Systems | Raymond Feng Flavio Calmon Hao Wang | 2024/2/13 |
Predictive Churn with the Set of Good Models | arXiv preprint arXiv:2402.07745 | Jamelle Watson-Daniels Flavio du Pin Calmon Alexander D'Amour Carol Long David C Parkes | 2024/2/12 |
Algorithmic Arbitrariness in Content Moderation | arXiv preprint arXiv:2402.16979 | Juan Felipe Gomez Caio Vieira Machado Lucas Monteiro Paes Flavio P Calmon | 2024/2/26 |
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) | arXiv preprint arXiv:2402.10376 | Usha Bhalla Alex Oesterling Suraj Srinivas Flavio P Calmon Himabindu Lakkaraju | 2024/2/16 |
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions | Advances in Neural Information Processing Systems | Hao Wang Luxi He Rui Gao Flavio Calmon | 2024/2/13 |
Individual Arbitrariness and Group Fairness | Advances in Neural Information Processing Systems | Carol Long Hsiang Hsu Wael Alghamdi Flavio Calmon | 2024/2/13 |
Unified Framework for Diversity and Coding Gains Over a Broad Gaussian Class of Fading Channels | IEEE Transactions on Vehicular Technology | Francisco Raimundo Albuquerque Parente Flavio du Pin Calmon José Cândido Silveira Santos Filho | 2023/7/10 |
Bottlenecks CLUB: Unifying information-theoretic trade-offs among complexity, leakage, and utility | IEEE Transactions on Information Forensics and Security | Behrooz Razeghi Flavio P Calmon Deniz Gunduz Slava Voloshynovskiy | 2023/3/27 |
The saddle-point method in differential privacy | Wael Alghamdi Juan Felipe Gomez Shahab Asoodeh Flavio Calmon Oliver Kosut | 2023/7/3 | |
Optimal multidimensional differentially private mechanisms in the large-composition regime | Wael Alghamdi Shahab Asoodeh Flavio P Calmon Juan Felipe Gomez Oliver Kosut | 2023/6/25 | |
Schrödinger mechanisms: Optimal differential privacy mechanisms for small sensitivity | Wael Alghamdi Shahab Asoodeh Flavio P Calmon Juan Felipe Gomez Oliver Kosut | 2023/6/25 | |
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing | arXiv preprint arXiv:2312.03867 | Lucas Monteiro Paes Ananda Theertha Suresh Alex Beutel Flavio P Calmon Ahmad Beirami | 2023/12/6 |
Generalization bounds for noisy iterative algorithms using properties of additive noise channels | Journal of Machine Learning Research | Hao Wang Rui Gao Flavio P Calmon | 2023 |
On the Inevitability of the Rashomon Effect | Lucas Monteiro Paes Rodrigo Cruz Flavio P Calmon Mario Diaz | 2023/6/25 | |
Optimized score transformation for fair classification | 2023/10/24 | ||
Arbitrary decisions are a hidden cost of differentially private training | Bogdan Kulynych Hsiang Hsu Carmela Troncoso Flavio P Calmon | 2023/6/12 | |
Gaussian max-value entropy search for multi-agent Bayesian optimization | arXiv preprint arXiv:2303.05694 | Haitong Ma Tianpeng Zhang Yixuan Wu Flavio P Calmon Na Li | 2023/3/10 |
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise | Viveck R Cadambe Haewon Jeong Flavio P Calmon | 2023/6/25 | |
Who gets the benefit of the doubt? racial bias in machine learning algorithms applied to secondary school math education | Math AI for Education: Bridging the Gap Between Research and Smart Education | Haewon Jeong Michael D Wu Nilanjana Dasgupta Muriel Médard Flavio Calmon | 2022 |
Differentially private distributed matrix multiplication: Fundamental accuracy-privacy trade-off limits | Ateet Devulapalli Viveck R Cadambe Flavio P Calmon Haewon Jeong | 2022/6/26 |
Co-Authors
