@article{sergio_funcegnn,title={FuncE GNN: Protein Function Prediction using Multi-Task and Relational Graph Learning},author={Charles, Sergio},journal={},year={2024},publisher={Stanford},}
Spacetime E(n)-Transformer: Equivariant Attention for Spatio-temporal Graphs
@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
Loss Agnostic and Model Agnostic Meta Neural Architecture Search for Few-Shot Learning
@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},}
Faster Adaptation for Decoupled Exploration and Exploitation
@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},}
@article{sergio_vision,title={Lottery Ticket Neural Architecture Search},author={Sergio Charles, Gordon Chi, Gil Kornberg},journal={CS231N},year={2021},publisher={Stanford},}
2019
The Existence of Infinitely Many Geometrically Distinct Non-Constant Prime Closed Geodesics on Riemannian Manifolds
@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},}
The Lagrangian Mechanics and Pseudo-Periodicity of The Many-Body Planar Pendulum System
@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
On the Time Evolution of Ricci Scalar Curvature in the Late Epoch for a Λ-CDM-Parameterized Universe
@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
On the Algebro-Geometric Analysis of Meromorphic (1,0)-forms
@article{sergio_meromorphic,title={On the Algebro-Geometric Analysis of Meromorphic (1,0)-forms},author={Charles, Sergio},journal={math.DG},year={2017},publisher={Arxiv},}
