Unified lookup tables: training foundation models on encoded data
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2025
- Machine Learning Science and Technology
Paper
Publications
12 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
PaperAligning foundation models on encoded synthetic omic data for patient stratification
- Nikita Janakarajan
- Antonio Foncubierta
- et al.
- 2025
- ICDH 2025
Short paperPhenotype driven data augmentation methods for transcriptomic data
- Nikita Janakarajan
- Mara Graziani
- et al.
- 2025
- Bioinformatics Advances
PaperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop papersparsesurv: a Python package for fitting sparse survival models via knowledge distillation
- David Wissel
- Nikita Janakarajan
- et al.
- 2024
- Bioinformatics
PaperLanguage models in molecular discovery
- Nikita Janakarajan
- Tim Erdmann
- et al.
- 2023
- NeurIPS 2023
Workshop paperChemical representation learning for toxicity prediction
- Jannis Born
- Greta Markert
- et al.
- 2023
- Digital Discovery
PaperAttention-based Interpretable Regression of Gene Expression in Histology
- Mara Graziani
- Niccolò Marini
- et al.
- 2022
- MICCAI 2022
Workshop paperA Fully Differentiable Set Autoencoder
- Nikita Janakarajan
- Jannis Born
- et al.
- 2022
- KDD 2022
Conference paper