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Dhruva Karkada

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2025
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  - journals/corr/abs-2502-09863
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  - https://dblp.org/rec/journals/corr/abs-2502-09863
Dhruva Karkada, James B. Simon, Yasaman Bahri, Michael Robert DeWeese:
Solvable Dynamics of Self-Supervised Word Embeddings and the Emergence of Analogical Reasoning. CoRR abs/2502.09863 (2025)
2024
[c1]
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  - conf/iclr/SimonKGB24
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James B. Simon, Dhruva Karkada, Nikhil Ghosh, Mikhail Belkin:
More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory. ICLR 2024
[i2]
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  - journals/corr/abs-2404-19719
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Dhruva Karkada:
The lazy (NTK) and rich (μP) regimes: a gentle tutorial. CoRR abs/2404.19719 (2024)
2023
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  - journals/tmlr/SimonDKD23
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James B. Simon, Madeline Dickens, Dhruva Karkada, Michael Robert DeWeese:
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
[i1]
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  - journals/corr/abs-2311-14646
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James B. Simon, Dhruva Karkada, Nikhil Ghosh, Mikhail Belkin:
More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory. CoRR abs/2311.14646 (2023)

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