Akhilan Boopathy

20 posts

Akhilan Boopathy

@_akhilan

Founder @ Kuai, building faster and cheaper training algorithms for foundation models

San Francisco, CA

akhilanb.github.io

Joined July 2024

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Akhilan Boopathy
@_akhilan
Apr 26, 2025
Excited to share our #ICLR 2025 paper on Breaking Neural Network Scaling Laws with Modularity! Joint work with Sunshine Jiang, William Yue, @jaedong_hwang, @abhiramiyer & @FieteGroup akhilanb.github.io/breaking-scali… 1/?
akhilanb.github.io
Breaking Neural Network Scaling Laws with Modularity
Akhilan Boopathy, Sunshine Jiang, William Yue, Jaedong Hwang, Abhiram Iyer, Ila Fiete
6
Akhilan Boopathy
@_akhilan
Aug 5, 2024
Excited to share our #IJCAI2024 paper on quantifying inductive bias in machine learning models Towards Exact Computation of Inductive Bias Joint work with William Yue, @jaedong_hwang, @abhiramiyer & @FieteGroup arxiv.org/abs/2406.15941 1/?
arxiv.org
Towards Exact Computation of Inductive Bias
Much research in machine learning involves finding appropriate inductive biases (e.g. convolutional neural networks, momentum-based optimizers, transformers) to promote generalization on tasks....
1

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