David I. Inouye

1. On the (In)fidelity and Sensitivity for Explanations
   2019/01/27 by Chih‐Kuan Yeh, Cheng-Yu Hsieh, Yeh, Chih-Kuan +7 · 39 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Shapley Explanation Networks
   2021/04/06 by Rui Wang, Xiaoqian Wang, Wang, Rui +3 · 7 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
3. Towards Explaining Distribution Shifts
   2022/10/19 by Sean Kulinski, David I. Inouye, Kulinski, Sean +1 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
4. A Review of Multivariate Distributions for Count Data Derived from the\n Poisson Distribution
   2016/08/31 by David I. Inouye, Inouye, David I., Eunho Yang +5 · 1 citation
   Decision Sciences · Computer Science · #Data Quality and Management #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference
5. Benchmarking Algorithms for Federated Domain Generalization
   2023/07/11 by Ruqi Bai, Saurabh Bagchi, Bai, Ruqi +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Privacy-Preserving Technologies in Data
6. Counterfactual Fairness by Combining Factual and Counterfactual Predictions
   2024/09/03 by Zeyu Zhou, Zhou, Zeyu, Tianci Liu +9 · 3 citations
   Neuroscience · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychology of Moral and Emotional Judgment
7. Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments
   2023/12/27 by Surojit Ganguli, Zeyu Zhou, Ganguli, Surojit +5 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Caching and Content Delivery #Opportunistic and Delay-Tolerant Networks
8. Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods
   2023/02/28 by Wonwoong Cho, Hareesh Ravi, Cho, Wonwoong +13 · 1 citation
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
9. Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models
   2023/06/20 by Zeyu Zhou, Ruqi Bai, Zhou, Zeyu +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling