Obserwuj
Subha Maity
Tytuł
Cytowane przez
Cytowane przez
Rok
Does enforcing fairness mitigate biases caused by subpopulation shift?
S Maity, D Mukherjee, M Yurochkin, Y Sun
Advances in Neural Information Processing Systems 34, 25773-25784, 2021
45*2021
Minimax optimal approaches to the label shift problem in non-parametric settings
S Maity, Y Sun, M Banerjee
Journal of Machine Learning Research 23 (346), 1-45, 2022
36*2022
Statistical inference for individual fairness
S Maity, S Xue, M Yurochkin, Y Sun
International Conference on Learning Representations (ICLR), 2021
262021
A linear adjustment based approach to posterior drift in transfer learning
S Maity, D Dutta, J Terhorst, Y Sun, M Banerjee
Biometrika 111 (1), 31-50, 2024
192024
RMExplorer: A visual analytics approach to explore the performance and the fairness of disease risk models on population subgroups
BC Kwon, U Kartoun, S Khurshid, M Yurochkin, S Maity, DG Brockman, ...
2022 IEEE Visualization and Visual Analytics (VIS), 50-54, 2022
142022
Understanding new tasks through the lens of training data via exponential tilting
S Maity, M Yurochkin, M Banerjee, Y Sun
arXiv preprint arXiv:2205.13577, 2022
132022
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions
S Maity, Y Sun, M Banerjee
Journal of Machine Learning Research 23 (2022) 1-50, 2019
12*2019
Predictor-corrector algorithms for stochastic optimization under gradual distribution shift
S Maity, D Mukherjee, M Banerjee, Y Sun
arXiv preprint arXiv:2205.13575, 2022
62022
Simple disentanglement of style and content in visual representations
L Ngweta, S Maity, A Gittens, Y Sun, M Yurochkin
International Conference on Machine Learning, 26063-26086, 2023
42023
How does overparametrization affect performance on minority groups?
S Maity, S Roy, S Xue, M Yurochkin, Y Sun
arXiv preprint arXiv:2206.03515, 2022
42022
Learning the distribution map in reverse causal performative prediction
D Bracale, S Maity, M Banerjee, Y Sun
arXiv preprint arXiv:2405.15172, 2024
32024
Role of multiresolution vulnerability indices in COVID-19 spread in India: a Bayesian model-based analysis
R Bhattacharyya, A Burman, K Singh, S Banerjee, S Maity, A Auddy, ...
BMJ open 12 (11), e056292, 2022
3*2022
Aligners: Decoupling LLMs and Alignment
M Yurochkin, L Ngweta, M Agarwal, S Maity, A Gittens, Y Sun
Conference on Empirical Methods in Natural Language Processing, 2024
2*2024
An investigation of representation and allocation harms in contrastive learning
S Maity, M Agarwal, M Yurochkin, Y Sun
arXiv preprint arXiv:2310.01583, 2023
22023
Estimation with missing not at random binary outcomes via exponential tilts
S Maity
arXiv preprint arXiv:2502.06046, 2025
2025
CARROT: A Cost Aware Rate Optimal Router
S Somerstep, FM Polo, AFM de Oliveira, P Mangal, M Silva, O Bhardwaj, ...
arXiv preprint arXiv:2502.03261, 2025
2025
Weak Supervision Performance Evaluation via Partial Identification
F Maia Polo, S Maity, M Yurochkin, M Banerjee, Y Sun
Advances in Neural Information Processing Systems 37, 135704-135740, 2024
2024
Microfoundation Inference for Strategic Prediction
D Bracale, S Maity, FM Polo, S Somerstep, M Banerjee, Y Sun
arXiv preprint arXiv:2411.08998, 2024
2024
An Exploration of the Statistical Challenges and Fairness Implications of Transfer Learning
S Maity
2024
Bayes classifier cannot be learned from noisy responses with unknown noise rates
S Bakshi, S Maity
Tiny Paper at the Eleventh International Conference on Learning Representations, 2023
2023
Nie można teraz wykonać tej operacji. Spróbuj ponownie później.
Prace 1–20