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robertboy18

Hey Everyone! Graduate Student @Caltech
  • šŸ”­ Iā€™m currently working/looking to colaborate on Foundations of Deep Learning

  • šŸ¤ Iā€™m looking for help with Neural Operators

  • šŸ’¬ Ask me about Research in Industry vs Academia, Life, Math/CS Problems

Languages/Tools:

azure cplusplus gcp git mysql python pytorch scikit_learn sqlite latex office Power BI ibm cloud ibm cloud

Robert Joseph's Projects

edcde-iclr-2023 icon edcde-iclr-2023

[Re] D-CODE: Discovering Closed-form ODEs from Observed Trajectories

galore-no icon galore-no

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

lpsda icon lpsda

Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"

machine-learning-algorithms-implementation icon machine-learning-algorithms-implementation

Machine Learning Algorithms implementation - Following no particular textbook but a combination of textbooks and course topics covered in ML courses at the University of Alberta

numerical-algorithms-implementation icon numerical-algorithms-implementation

Implementation of all the Numerical Algorithms covered in the textbook (A first course on numerical methods) as well as additional Algorithms taught at the University of Alberta.

theoretical-algorithms-implementation icon theoretical-algorithms-implementation

CLRS(Introduction to Algorithms) - Python/C++/Java Implementation of all the major Algorithms in the CLRS Textbook as well as additional algorithm's covered in the University of Alberta theory Courses

visionmamba icon visionmamba

Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images

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