Unified lookup tables: training foundation models on encoded data
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2025
- Machine Learning Science and Technology
Paper
Publications
16 results for Andrea Giovannini
Bootstrapping Learned Cost Models with Synthetic SQL Queries
- Michael Nidd
- Christoph Miksovic Czasch
- et al.
- 2025
- VLDB 2025
Workshop paperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop paperGenerative feature-driven image replay for continual learning
- Kevin Thandiackal
- Tiziano Portenier
- et al.
- 2024
- Image and Vision Computing
PaperMultimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
Invited talkFusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond
- Niharika S. D‘Souza
- Hongzhi Wang
- et al.
- 2024
- Medical Image Analysis
PaperActivity recognition in scientific experimentation using multimodal visual encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
PaperUsing Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- NeurIPS 2023
Workshop paperCreating labs that learn through automated data management
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- ACS Fall 2023
TalkMaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction
- Niharika DSouza
- Hongzhi Wang
- et al.
- 2023
- ICML 2023
Workshop paper