Nikita Janakarajan

According to our database, Nikita Janakarajan authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Unified lookup tables: training foundation models on encoded data.

Nikita Janakarajan, Irina Espejo Morales, Marvin Alberts, Andrea Giovannini, Matteo Manica, Antonio Foncubierta-Rodríguez

Mach. Learn. Sci. Technol., 2025

SurvBoard: standardized benchmarking for multi-omics cancer survival models.

David Wissel, Nikita Janakarajan, Aayush Grover, Enrico Toniato, María Rodríguez Martínez, Valentina Boeva

Briefings Bioinform., 2025

Aligning Foundation Models on Encoded Synthetic Omic Data for Patient Stratification.

Nikita Janakarajan, Antonio Foncubierta-Rodríguez, Matteo Manica

Proceedings of the IEEE International Conference on Digital Health, 2025

2024

<i>sparsesurv</i>: a Python package for fitting sparse survival models via knowledge distillation.

David Wissel, Nikita Janakarajan, Julius Schulte, Daniel Rowson, Xintian Yuan, Valentina Boeva

Bioinform., 2024

2023

Language models in molecular discovery.

Nikita Janakarajan, Tim Erdmann, Sarath Swaminathan, Teodoro Laino, Jannis Born

CoRR, 2023

2022

Attention-Based Interpretable Regression of Gene Expression in Histology.

Mara Graziani, Niccolò Marini, Nicolas Deutschmann, Nikita Janakarajan, Henning Müller, María Rodríguez Martínez

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

A Fully Differentiable Set Autoencoder.

Nikita Janakarajan, Jannis Born, Matteo Manica

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2.

Jannis Born, Matteo Manica, Joris Cadow, Greta Markert, Nil Adell Mill, Modestas Filipavicius, Nikita Janakarajan, Antonio Cardinale, Teodoro Laino, María Rodríguez Martínez

Mach. Learn. Sci. Technol., 2021