Maity, Subha

14 publications

ICLRW 2025 CARROT: A Cost Aware Rate Optimal Router Seamus Somerstep, Felipe Maia Polo, Allysson Flavio Melo de Oliveira, Prattyush Mangal, Mírian Silva, Onkar Bhardwaj, Mikhail Yurochkin, Subha Maity

TMLR 2025 How Does Overparametrization Affect Performance on Minority Groups? Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

AISTATS 2025 Learning the Distribution mAP in Reverse Causal Performative Prediction Daniele Bracale, Subha Maity, Yuekai Sun, Moulinath Banerjee

AISTATS 2025 Microfoundation Inference for Strategic Prediction Daniele Bracale, Subha Maity, Felipe Maia Polo, Seamus Somerstep, Moulinath Banerjee, Yuekai Sun

ICLR 2024 An Investigation of Representation and Allocation Harms in Contrastive Learning Subha Maity, Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun

NeurIPS 2024 Weak Supervision Performance Evaluation via Partial Identification Felipe Maia Polo, Subha Maity, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun

NeurIPSW 2023 Estimating Fréchet Bounds for Validating Programmatic Weak Supervision Felipe Maia Polo, Mikhail Yurochkin, Moulinath Banerjee, Subha Maity, Yuekai Sun

ICLR 2023 Predictor-Corrector Algorithms for Stochastic Optimization Under Gradual Distribution Shift Subha Maity, Debarghya Mukherjee, Moulinath Banerjee, Yuekai Sun

ICML 2023 Simple Disentanglement of Style and Content in Visual Representations Lilian Ngweta, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin

ICLR 2023 Understanding New Tasks Through the Lens of Training Data via Exponential Tilting Subha Maity, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun

JMLR 2022 Meta-Analysis of Heterogeneous Data: Integrative Sparse Regression in High-Dimensions Subha Maity, Yuekai Sun, Moulinath Banerjee

JMLR 2022 Minimax Optimal Approaches to the Label Shift Problem in Non-Parametric Settings Subha Maity, Yuekai Sun, Moulinath Banerjee

NeurIPS 2021 Does Enforcing Fairness Mitigate Biases Caused by Subpopulation Shift? Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun

ICLR 2021 Statistical Inference for Individual Fairness Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun