Automating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- 2023
- MaRDA 2023
Invited talk
Publications
1677 results for Machine Learning
Position Paper on Dataset Engineering to Accelerate Science
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- et al.
- 2023
- AAAI 2023
Workshop paperWhen Machine Learning meets Dynamical Systems: Theory and Applications
- Lam Nguyen
- Trang H. Tran
- et al.
- 2023
- AAAI 2023
WorkshopReprogrammable-FL: Improving Utility-Privacy Tradeoff in Federated Learning via Model Reprogramming
- Huzaifa Arif
- Alex Gittens
- et al.
- 2023
- IEEE SaTML 2023
Conference paperScalable Optimal Multiway-Split Decision Trees with Constraints
- Shivaram Subramanian
- Wei Sun
- 2023
- AAAI 2023
PosterEqui-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
- Sourya Basu
- Prasanna Sattigeri
- et al.
- 2023
- AAAI 2023
PosterScore-Based Learning of Graphical Event Models with Background Knowledge Augmentation
- Debarun Bhattacharjya
- Tian Gao
- et al.
- 2023
- AAAI 2023
PosterKnowGL: Knowledge Generation and Linking from Text
- 2023
- AAAI 2023
Demo paperA coupled Variational Encoder-Decoder - DeepONet surrogate model for the Rayleigh-Bénard convection problem
- Joao Lucas de Sousa Almeida
- Pedro Rocha
- et al.
- 2023
- AAAI 2023
Workshop paperA SWAT-based Reinforcement Learning Framework for Crop Management
- Malvern Madondo
- Muneeza Azmat
- et al.
- 2023
- AAAI 2023
Workshop paper