Nietert, Sloan
- Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
2022/10/17 by Sloan Nietert, Nietert, Sloan, Ritwik Sadhu +5 · 9 citations
Environmental Science · Health Professions · Mathematics · #FOS: Computer and information sciences #Groundwater flow and contamination studies #Healthcare cost, quality, practices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- Smooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications
2021/01/11 by Sloan Nietert, Ziv Goldfeld, Nietert, Sloan +3 · 5 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (stat.ML) #Point processes and geometric inequalities #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- Learning in Stackelberg Games with Non-myopic Agents
2022/08/19 by Nika Haghtalab, Thodoris Lykouris, Haghtalab, Nika +5 · 4 citations
Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG)
- Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis
2021/11/02 by Nietert, Sloan, Cummings, Rachel, Goldfeld, Ziv · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Outlier-Robust Wasserstein DRO
2023/11/09 by Sloan Nietert, Ziv Goldfeld, Nietert, Sloan +3 · 4 citations
Mathematics · Decision Sciences · #Advanced Statistical Methods and Models #Risk and Portfolio Optimization #Advanced Statistical Process Monitoring
- Robust Distribution Learning with Local and Global Adversarial Corruptions
2024/06/10 by Sloan Nietert, Nietert, Sloan, Ziv Goldfeld +3 · 2 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Survey Sampling and Estimation Techniques