publications

2024

1. 

   Spacetime E(n)-Transformer: Equivariant Attention for Spatio-temporal Graphs

   Sergio Charles

   2024

   Bib HTML

   @article{sergio_spacetime,
     title = {Spacetime E(n)-Transformer: Equivariant Attention for Spatio-temporal Graphs},
     author = {Charles, Sergio},
     journal = {},
     year = {2024},
     publisher = {Stanford},
   }

2023

1. 

   The Algorithmic Bias and Misrepresentation of Mixed Race Identities: by Artificial Intelligence Systems in The West

   Sergio Charles

   2023

   Bib HTML

   @article{sergio_pwr,
     title = {The Algorithmic Bias and Misrepresentation of Mixed Race Identities: by Artificial Intelligence Systems in The West},
     author = {Charles, Sergio},
     year = {2023},
     volume = {1},
     publisher = {GRACE: Global Review of AI Community Ethics},
   }

2021

1. 

   Loss Agnostic and Model Agnostic Meta Neural Architecture Search for Few-Shot Learning

   Gil Kornberg Sergio Charles

   CS229, 2021

   Bib HTML

   @article{sergio_metalearning,
     title = {Loss Agnostic and Model Agnostic Meta Neural Architecture Search for Few-Shot Learning},
     author = {Sergio Charles, Gordon Chi, Gil Kornberg},
     journal = {CS229},
     year = {2021},
     publisher = {Stanford},
   }

2. 

   Faster Adaptation for Decoupled Exploration and Exploitation

   Arnav Joshi Sergio Charles

   CS330, 2021

   Bib HTML

   @article{sergio_metarl,
     title = {Faster Adaptation for Decoupled Exploration and Exploitation},
     author = {Sergio Charles, Raghav Samavedam, Arnav Joshi},
     journal = {CS330},
     year = {2021},
     publisher = {Stanford},
   }

3. 

   Variable Quantization Noise for Neural Network Compression

   Lyron Co Ting Keh Sergio Charles

   CS224N, 2021

   Bib HTML

   @article{sergio_nlp,
     title = {Variable Quantization Noise for Neural Network Compression},
     author = {Sergio Charles, William Ellsworth, Lyron Co Ting Keh},
     journal = {CS224N},
     year = {2021},
     publisher = {Stanford},
   }

4. 

   Lottery Ticket Neural Architecture Search

   Gil Kornberg Sergio Charles

   CS231N, 2021

   Bib HTML

   @article{sergio_vision,
     title = {Lottery Ticket Neural Architecture Search},
     author = {Sergio Charles, Gordon Chi, Gil Kornberg},
     journal = {CS231N},
     year = {2021},
     publisher = {Stanford},
   }

2019

1. 

   The Existence of Infinitely Many Geometrically Distinct Non-Constant Prime Closed Geodesics on Riemannian Manifolds

   Sergio Charles

   math.DG, 2019

   Bib HTML

   @article{sergio_geodesics,
     title = {The Existence of Infinitely Many Geometrically Distinct Non-Constant Prime Closed Geodesics on Riemannian Manifolds},
     author = {Charles, Sergio},
     journal = {math.DG},
     year = {2019},
     publisher = {Arxiv},
   }

2. 

   The Lagrangian Mechanics and Pseudo-Periodicity of The Many-Body Planar Pendulum System

   Sergio Charles

   math.DS, 2019

   Bib HTML

   @article{sergio_lagrangian,
     title = {The Lagrangian Mechanics and Pseudo-Periodicity of The Many-Body Planar Pendulum System},
     author = {Charles, Sergio},
     journal = {math.DS},
     year = {2019},
     publisher = {Arxiv},
   }

2018

1. 

   On the Time Evolution of Ricci Scalar Curvature in the Late Epoch for a Λ-CDM-Parameterized Universe

   Sergio Charles

   phys, 2018

   Bib HTML

   @article{sergio_gr,
     title = {On the Time Evolution of Ricci Scalar Curvature in the Late Epoch for a {$\Lambda$}-CDM-Parameterized Universe},
     author = {Charles, Sergio},
     journal = {phys},
     year = {2018},
   }

2017

1. 

   On the Algebro-Geometric Analysis of Meromorphic (1,0)-forms

   Sergio Charles

   math.DG, 2017

   Bib HTML

   @article{sergio_meromorphic,
     title = {On the Algebro-Geometric Analysis of Meromorphic (1,0)-forms},
     author = {Charles, Sergio},
     journal = {math.DG},
     year = {2017},
     publisher = {Arxiv},
   }

2. 

   The Policy Prognosis for AI

   Sergio Charles

   2017

   Bib HTML

   @article{sergio_meromorphid,
     title = {The Policy Prognosis for AI},
     author = {Charles, Sergio},
     year = {2017},
     publisher = {The McGill International Review},
   }