Topology-driven pre-training for robust molecular property prediction models
- Aldo Guzmán-Sáenz
- Sanjoy Dey
- et al.
- 2023
- ACS Fall 2023
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17 results for Aldo Guzmán-Sáenz
Interpretable latent representations for molecular property prediction models
- Sanjoy Dey
- Partha Suryanarayanan
- et al.
- 2023
- ACS Fall 2023
Topological Deep Learning
- Mustafa Hajij
- Karthikeyan Natesan Ramamurthy
- et al.
- 2021
- NeurIPS 2021
Self-organized criticality and pattern emergence through the lens of tropical geometry
- N. Kalinin
- Aldo Guzmán-Sáenz
- et al.
- 2018
- PNAS
TOPO-MLP : A Simplicial Network without Message Passing
- Karthikeyan Natesan Ramamurthy
- Aldo Guzmán-Sáenz
- et al.
- 2023
- ICASSP 2023
Impact of Clinical and Genomic Factors on COVID-19 Disease Severity
- Sanjoy Dey
- Aritra Bose
- et al.
- 2021
- AMIA Annual Symposium 2021
A Topological Data Analysis Approach on Predicting Phenotypes from Gene Expression Data
- Sayan Mandal
- Aldo Guzmán-Sáenz
- et al.
- 2020
- AICoB 2020
Topology in computational genomics
- Aldo Guzmán-Sáenz
- 2024
- APMC 2024
Uncovering signals of cell state transition using topological data analysis in single cell data
- Aldo Guzmán-Sáenz
- Kahn Rhrissorrakrai
- et al.
- 2022
- ISMB 2022
RubricOE: what Machine Learning can say about Alzheimer’s Disease
- Aldo Guzmán-Sáenz
- Dan Platt
- et al.
- 2022
- ISMB 2022