Globus-Harris, Ira
- Multicalibration as Boosting for Regression
2023/01/31 by Ira Globus-Harris, Declan Harrison, Globus-Harris, Ira +7 · 5 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Advanced Statistical Process Monitoring
- Improved Differentially Private Analysis of Variance
2019/03/01 by Swanberg, Marika, Globus-Harris, Ira, Griffith, Iris +3 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Non-parametric Differentially Private Confidence Intervals for the Median
2021/06/18 by Drechsler, Joerg, Globus-Harris, Ira, McMillan, Audra +2 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Collaborative Prediction: Tractable Information Aggregation via Agreement
2025/04/08 by Natalie Collina, Collina, Natalie, Ira Globus-Harris +9 · 1 voice · 6 citations
Decision Sciences · Computer Science · #cs.LG #cs.DS #cs.GT
- An Algorithmic Framework for Bias Bounties
2022/01/25 by Globus-Harris, Ira, Kearns, Michael, Roth, Aaron · 1 citation
#Computers and Society (cs.CY) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multicalibrated Regression for Downstream Fairness
2022/09/15 by Ira Globus-Harris, Globus-Harris, Ira, Varun Gupta +9 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Diversified Ensembling: An Experiment in Crowdsourced Machine Learning
2024/02/16 by Ira Globus-Harris, Declan Harrison, Globus-Harris, Ira +7 · 1 citation
Computer Science · Mathematics · #Open Source Software Innovations #Mobile Crowdsensing and Crowdsourcing #Statistics Education and Methodologies