Maity, Subha
- A linear adjustment based approach to posterior drift in transfer learning
2021/11/21 by Subha Maity, Maity, Subha, Diptavo Dutta +7 · 4 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
- Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions
2019/12/26 by Maity, Subha, Sun, Yuekai, Banerjee, Moulinath · 2 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- 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
- Understanding new tasks through the lens of training data via exponential tilting
2022/05/26 by Subha Maity, Maity, Subha, Mikhail Yurochkin +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
- CARROT: A Cost Aware Rate Optimal Router
2025/02/05 by Somerstep, Seamus, Polo, Felipe Maia, de Oliveira, Allysson Flavio Melo +5 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Statistics Theory (math.ST)
- 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
- Predictor-corrector algorithms for stochastic optimization under gradual distribution shift
2022/05/26 by Maity, Subha, Mukherjee, Debarghya, Banerjee, Moulinath +1 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Simple Disentanglement of Style and Content in Visual Representations
2023/02/20 by Lilian Ngweta, Subha Maity, Ngweta, Lilian +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
- Aligners: Decoupling LLMs and Alignment
2024/03/07 by Ngweta, Lilian, Agarwal, Mayank, Maity, Subha +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Microfoundation Inference for Strategic Prediction
2024/11/13 by Daniele Bracale, Subha Maity, Bracale, Daniele +9 · 1 citation
Business, Management and Accounting · #Big Data and Business Intelligence #cs.LG #stat.ME #stat.ML