Jung, Christopher
- Adaptive Machine Unlearning
2021/06/08 by Varun Gupta, Christopher Jung, Gupta, Varun +9 · 20 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Moment Multicalibration for Uncertainty Estimation
2020/08/18 by Christopher Jung, Chang Hwa Lee, Jung, Christopher +7 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Practical Adversarial Multivalid Conformal Prediction
2022/06/02 by Bastani, Osbert, Gupta, Varun, Jung, Christopher +3 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Batch Multivalid Conformal Prediction
2022/09/30 by Christopher Jung, Jung, Christopher, Georgy Noarov +5 · 6 citations
Computer Science · Mathematics · Medicine · #Bone and Joint Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Oracle Efficient Online Multicalibration and Omniprediction
2023/07/18 by Garg, Sumegha, Jung, Christopher, Reingold, Omer +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Center in Your Neighborhood: Fairness in Facility Location
2019/08/23 by Christopher Jung, Jung, Christopher, Sampath Kannan +3 · 3 citations
Business, Management and Accounting · Computer Science · #Computational Geometry and Mesh Generation #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A New Analysis of Differential Privacy's Generalization Guarantees
2019/09/09 by Jung, Christopher, Ligett, Katrina, Neel, Seth +3 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Metric-Free Individual Fairness in Online Learning
2020/02/13 by Yahav Bechavod, Christopher Jung, Bechavod, Yahav +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Online Learning with an Unknown Fairness Metric
2018/02/20 by Stephen Gillen, Christopher Jung, Gillen, Stephen +5 · 3 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Reinforcement Learning in Robotics #Machine Learning and Algorithms
- Fair Prediction with Endogenous Behavior
2020/02/18 by Jung, Christopher, Kannan, Sampath, Lee, Changhwa +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Theoretical Economics (econ.TH)
- Multicalibrated Regression for Downstream Fairness
2022/09/15 by Ira Globus-Harris, Varun Gupta, Globus-Harris, Ira +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)
- Orthogonal Causal Calibration
2024/06/04 by Justin Whitehouse, Whitehouse, Justin, Christopher Jung +7 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Taking a Moment for Distributional Robustness
2024/05/08 by J. Rodney Hastings, Hastings, Jabari, Christopher Jung +5 · 1 citation
Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG)