Nathaniel Diamant
- Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
2024/02/23 by Masatoshi Uehara, Uehara, Masatoshi, Yulai Zhao +15 · 32 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in inverse problems
- Feedback Efficient Online Fine-Tuning of Diffusion Models
2024/02/26 by Masatoshi Uehara, Yulai Zhao, Uehara, Masatoshi +15 · 13 citations
Mathematics · Computer Science · Physics and Astronomy · #Numerical methods for differential equations #Matrix Theory and Algorithms #Model Reduction and Neural Networks
- Improving Graph Generation by Restricting Graph Bandwidth
2023/01/25 by Nathaniel Diamant, Diamant, Nathaniel, Alex M. Tseng +7 · 4 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Scientific Computing and Data Management #Social and Information Networks (cs.SI)
- Conformalized Deep Splines for Optimal and Efficient Prediction Sets
2023/11/01 by Nathaniel Diamant, Diamant, Nathaniel, Ehsan Hajiramezanali +5 · 2 citations
Computer Science · Mathematics · #Machine Learning and Data Classification #Statistical Methods and Inference #Adversarial Robustness in Machine Learning
- GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion
2023/02/07 by Alex M. Tseng, Nathaniel Diamant, Tseng, Alex M. +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare