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Scaling Laws for Data Filtering - Data Curation cannot be Compute Agnostic.

S. Goyal, P. Maini, Z. Lipton, A. Raghunathan, and J. Kolter. CoRR, (2024)

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Aditi Ramdorai

Aditi Shrikumar

Aditi Deshpande

Raghunathan Ramakrishnan

Aditi Singh

Other publications of authors with the same name

Test-Time Adaptation via Conjugate Pseudo-labels.S. Goyal, M. Sun, A. Raghunathan, and Z. Kolter. CoRR, (2022)Robust Encodings: A Framework for Combating Adversarial Typos.E. Jones, R. Jia, A. Raghunathan, and P. Liang. ACL, page 2752-2765. Association for Computational Linguistics, (2020)Automatically Auditing Large Language Models via Discrete Optimization.E. Jones, A. Dragan, A. Raghunathan, and J. Steinhardt. ICML, volume 202 of Proceedings of Machine Learning Research, page 15307-15329. PMLR, (2023)Learning Mixture of Gaussians with Streaming Data.A. Raghunathan, P. Jain, and R. Krishnaswamy. NIPS, page 6605-6614. (2017)An Investigation of Why Overparameterization Exacerbates Spurious Correlations.S. Sagawa, A. Raghunathan, P. Koh, and P. Liang. ICML, volume 119 of Proceedings of Machine Learning Research, page 8346-8356. PMLR, (2020)DROCC: Deep Robust One-Class Classification.S. Goyal, A. Raghunathan, M. Jain, H. Simhadri, and P. Jain. ICML, volume 119 of Proceedings of Machine Learning Research, page 3711-3721. PMLR, (2020)Unlabeled Data Improves Adversarial Robustness.Y. Carmon, A. Raghunathan, L. Schmidt, J. Duchi, and P. Liang. NeurIPS, page 11190-11201. (2019)Test Time Adaptation via Conjugate Pseudo-labels.S. Goyal, M. Sun, A. Raghunathan, and J. Kolter. NeurIPS, (2022)Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift.C. Baek, Y. Jiang, A. Raghunathan, and J. Kolter. NeurIPS, (2022)Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning.J. Springer, V. Nagarajan, and A. Raghunathan. CoRR, (2024)

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Disambiguation of "Raghunathan, Aditi"

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Scaling Laws for Data Filtering - Data Curation cannot be Compute Agnostic.

Please choose a person to relate this publication to

Aditi Ramdorai

Aditi Shrikumar

Aditi Deshpande

Raghunathan Ramakrishnan

Aditi Singh

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Raghunathan, Aditi"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Scaling Laws for Data Filtering - Data Curation cannot be Compute Agnostic.

Please choose a person to relate this publication to

Aditi Ramdorai

Aditi Shrikumar

Aditi Deshpande

Raghunathan Ramakrishnan

Aditi Singh

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

Scaling Laws for Data Filtering - Data Curation cannot be Compute Agnostic.