Unified lookup tables: training foundation models on encoded data
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2025
- Machine Learning Science and Technology
Paper
Publications
91 results for Matteo Manica
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling
- Eric Egli
- Matteo Manica
- et al.
- 2025
- ICML 2025
Workshop paperAligning foundation models on encoded synthetic omic data for patient stratification
- Nikita Janakarajan
- Antonio Foncubierta Rodríguez
- et al.
- 2025
- ICDH 2025
Conference paperAligning foundation models on encoded synthetic omic data for patient stratification
- Nikita Janakarajan
- Antonio Foncubierta
- et al.
- 2025
- ICDH 2025
Short paperFoundation models for materials discovery – current state and future directions
- Edward O. Pyzer-Knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
ReviewIntegrating genetic algorithms and language models for enhanced enzyme design
- Yves Gaetan Nana Teukam
- Federico Zipoli
- et al.
- 2025
- Briefings in Bioinformatics
PaperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop paperLanguage models can identify enzymatic binding sites in protein sequences
- Yves Gaetan Nana Teukam
- Loïc Kwate Dassi
- et al.
- 2024
- Computational And Structural Biotechnology Journal
PaperTransforming The Hybrid Cloud for Emerging AI Workloads
- Deming Chen
- Alaa Youssef
- et al.
- 2024
- arXiv
PaperDigital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2024
- Advanced Science
Paper