Calmon, Flavio du Pin
- Predictive Multiplicity in Classification
2019/09/14 by Marx, Charles T., Calmon, Flavio du Pin, Ustun, Berk · 15 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AI Alignment at Your Discretion
2025/02/10 by Maarten Buyl, Buyl, Maarten, Hadi Khalaf +10 · 2 voices · 8 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CY #cs.LG
- Privacy Against Statistical Inference
2012/10/08 by Flávio P. Calmon, Nadia Fawaz, Calmon, Flavio du Pin +1 · 5 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Wireless Communication Security Techniques
- Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs
2018/09/24 by Jiachun Liao, Oliver Kosut, Liao, Jiachun +5 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data
- Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
2022/06/02 by Hsiang Hsu, Hsu, Hsiang, Flávio P. Calmon +1 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Optimized Score Transformation for Consistent Fair Classification
2019/05/31 by Wei, Dennis, Ramamurthy, Karthikeyan Natesan, Calmon, Flavio du Pin · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Predictive Churn with the Set of Good Models
2024/02/12 by Jamelle Watson-Daniels, Watson-Daniels, Jamelle, Flávio P. Calmon +9 · 4 citations
Business, Management and Accounting · Decision Sciences · #Customer churn and segmentation #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG)
- Lists that are smaller than their parts: A coding approach to tunable secrecy
2012/10/08 by Flávio P. Calmon, Muriel Médard, Calmon, Flavio du Pin +9 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Wireless Communication Security Techniques #Cooperative Communication and Network Coding #DNA and Biological Computing
- Attack-Aware Noise Calibration for Differential Privacy
2024/07/02 by Bogdan Kulynych, Kulynych, Bogdan, Juan Felipe Gomez +8 · 1 voice · 2 citations
Computer Science · Engineering · #Information and Cyber Security #Network Security and Intrusion Detection #Smart Grid Security and Resilience #cs.AI #cs.CR #cs.LG #math.ST #stat.ML
- Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
2025/06/17 by Alexandra Olteanu, Olteanu, Alexandra, Su Lin Blodgett +19 · 4 voices · 2 citations
Business, Management and Accounting · #Big Data and Business Intelligence #cs.AI #cs.CY #cs.LG