Unified lookup tables: training foundation models on encoded data
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2025
- Machine Learning Science and Technology
Publications
13 results for Nikita Janakarajan
Multi-modal clustering reveals event-free patient subgroup in colorectal cancer survival
- Nikita Janakarajan
- Guillaume Larghero
- et al.
- 2025
- npj Systems Biology and Applications
Aligning foundation models on encoded synthetic omic data for patient stratification
- Nikita Janakarajan
- Antonio Foncubierta Rodríguez
- et al.
- 2025
- ICDH 2025
Aligning foundation models on encoded synthetic omic data for patient stratification
- Nikita Janakarajan
- Antonio Foncubierta
- et al.
- 2025
- ICDH 2025
Phenotype driven data augmentation methods for transcriptomic data
- Nikita Janakarajan
- Mara Graziani
- et al.
- 2025
- Bioinformatics Advances
Unified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
sparsesurv: a Python package for fitting sparse survival models via knowledge distillation
- David Wissel
- Nikita Janakarajan
- et al.
- 2024
- Bioinformatics
Language models in molecular discovery
- Nikita Janakarajan
- Tim Erdmann
- et al.
- 2023
- NeurIPS 2023
Chemical representation learning for toxicity prediction
- Jannis Born
- Greta Markert
- et al.
- 2023
- Digital Discovery
Attention-based Interpretable Regression of Gene Expression in Histology
- Mara Graziani
- Niccolò Marini
- et al.
- 2022
- MICCAI 2022