Subha Maity

1. A linear adjustment based approach to posterior drift in transfer learning
   2021/11/21 by Subha Maity, Diptavo Dutta, Maity, Subha +7 · 4 citations
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
2. Minimax optimal approaches to the label shift problem in non-parametric settings
   2020/03/23 by Subha Maity, Maity, Subha, Yuekai Sun +3 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
3. Understanding new tasks through the lens of training data via exponential tilting
   2022/05/26 by Subha Maity, Mikhail Yurochkin, Maity, Subha +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Neural Networks and Applications
4. Does enforcing fairness mitigate biases caused by subpopulation shift?
   2020/11/06 by Subha Maity, Debarghya Mukherjee, Maity, Subha +5 · 1 citation
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
5. Simple Disentanglement of Style and Content in Visual Representations
   2023/02/20 by Lilian Ngweta, Ngweta, Lilian, Subha Maity +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
6. Learning the Distribution Map in Reverse Causal Performative Prediction
   2024/05/24 by Daniele Bracale, Bracale, Daniele, Subha Maity +5 · 1 citation
   Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Bayesian Modeling and Causal Inference #Computational and Text Analysis Methods #cs.LG #stat.ML
7. Microfoundation Inference for Strategic Prediction
   2024/11/13 by Daniele Bracale, Bracale, Daniele, Subha Maity +9 · 1 citation
   Business, Management and Accounting · #Big Data and Business Intelligence #cs.LG #stat.ME #stat.ML