Michele Donini

1. Multi-objective Asynchronous Successive Halving
   2021/06/23 by Robin Schmucker, Michele Donini, Schmucker, Robin +7 · 2 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
2. Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models
   2021/11/26 by David Nigenda, Zohar Karnin, Nigenda, David +11 · 2 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Efficient fair PCA for fair representation learning
   2023/02/26 by Matthäus Kleindeßner, Kleindessner, Matthäus, Michele Donini +5 · 2 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Privacy-Preserving Technologies in Data
4. More Than Words: Towards Better Quality Interpretations of Text Classifiers
   2021/12/23 by Muhammad Bilal Zafar, Philipp Schmidt, Zafar, Muhammad Bilal +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
5. Diverse Counterfactual Explanations for Anomaly Detection in Time Series
   2022/03/21 by Déborah Sulem, Sulem, Deborah, Michele Donini +15 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting