Lalitha Sankar

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Nathaniel Stromberg 0001

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Publications

2025
[i92]
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  - journals/corr/abs-2505-09004
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Monica Welfert, Nathan Stromberg, Mario Díaz, Lalitha Sankar:
Lower Bounds on the MMSE of Adversarially Inferring Sensitive Features. CoRR abs/2505.09004 (2025)
[i89]
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  - journals/corr/abs-2506-15933
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Esther Rodriguez, Monica Welfert, Samuel McDowell, Nathan Stromberg, Julian Antolin Camarena, Lalitha Sankar:
CORAL: Disentangling Latent Representations in Long-Tailed Diffusion. CoRR abs/2506.15933 (2025)
[i88]
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  - journals/corr/abs-2506-20025
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Nathan Stromberg, Christos Thrampoulidis, Lalitha Sankar:
Thumb on the Scale: Optimal Loss Weighting in Last Layer Retraining. CoRR abs/2506.20025 (2025)
2024
[j33]
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Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Richard Nock, Lalitha Sankar:
For Robust Worst-Group Accuracy, Ignore Group Annotations. Trans. Mach. Learn. Res. 2024 (2024)
[c70]
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  - conf/isit/WelfertSS24
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Monica Welfert, Nathan Stromberg, Lalitha Sankar:
Theoretical Guarantees of Data Augmented Last Layer Retraining Methods. ISIT 2024: 581-586
[c68]
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Nathan Stromberg, Rohan Ayyagari, Sanmi Koyejo, Richard Nock, Lalitha Sankar:
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections. NeurIPS 2024
[i87]
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  - journals/corr/abs-2402-11039
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Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Lalitha Sankar:
Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains. CoRR abs/2402.11039 (2024)
[i84]
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  - journals/corr/abs-2405-05934
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Monica Welfert, Nathan Stromberg, Lalitha Sankar:
Theoretical Guarantees of Data Augmented Last Layer Retraining Methods. CoRR abs/2405.05934 (2024)
[i83]
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  - journals/corr/abs-2406-09561
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Nathan Stromberg, Rohan Ayyagari, Sanmi Koyejo, Richard Nock, Lalitha Sankar:
Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading. CoRR abs/2406.09561 (2024)
2023
[c66]
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Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar:
Smoothly Giving up: Robustness for Simple Models. AISTATS 2023: 5376-5410
[i82]
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  - journals/corr/abs-2302-09114
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Tyler Sypherd, Nathan Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar:
Smoothly Giving up: Robustness for Simple Models. CoRR abs/2302.09114 (2023)

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