Ann B. Lee

1. Global and Local Two-Sample Tests via Regression
   2018/12/21 by Ilmun Kim, Kim, Ilmun, Ann B. Lee +3 · 3 citations
   Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems
   2022/05/31 by Luca Masserano, T. Dorigo, Masserano, Luca +7 · 5 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
3. RFCDE: Random Forests for Conditional Density Estimation
   2018/04/16 by Taylor Pospisil, Pospisil, Taylor, Ann B. Lee +1 · 3 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Advanced Statistical Methods and Models
4. Treelets—An adaptive multi-scale basis for sparse unordered data
   2007/07/31 by Ann B. Lee, Boaz Nadler, Larry Wasserman · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Gene expression and cancer classification #stat.ME
5. Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)
   2022/05/29 by Biprateep Dey, Dey, Biprateep, David Zhao +9 · 2 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Forecasting Techniques and Applications #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
6. Diagnostics for Conditional Density Models and Bayesian Inference Algorithms
   2021/02/20 by David Zhao, Zhao, David, Niccolò Dalmasso +5 · 2 citations
   Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
7. Spatio-temporal methods for estimating subsurface ocean thermal response to tropical cyclones
   2020/12/30 by Addison J. Hu, Mikael Kuusela, Hu, Addison J. +7 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #Applications (stat.AP) #Climate variability and models #FOS: Computer and information sciences #Ocean Waves and Remote Sensing #Tropical and Extratropical Cyclones Research