You, Seungil
- Deep Lattice Networks and Partial Monotonic Functions
2017/09/19 by Seungil You, You, Seungil, Kevin Robert Canini +6 · 9 citations
Computer Science · #Neural Networks and Applications #Advanced Neural Network Applications #Human Pose and Action Recognition
- Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals
2018/09/11 by Andrew Cotter, Heinrich Jiang, Cotter, Andrew +11 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints
2018/06/29 by Andrew Cotter, Maya R. Gupta, Cotter, Andrew +13 · 11 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning