Huynh, Nicolas

1. Time Series Diffusion in the Frequency Domain
   2024/02/08 by Crabbé, Jonathan, Huynh, Nicolas, Stanczuk, Jan +1 · 10 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Active Preference-Based Gaussian Process Regression for Reward Learning
   2020/05/06 by Erdem Bıyık, Nicolas Huynh, Bıyık, Erdem +5 · 5 citations
   Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Robotics (cs.RO)
3. Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
   2023/12/19 by Seedat, Nabeel, Huynh, Nicolas, van Breugel, Boris +1 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Decision Tree Induction Through LLMs via Semantically-Aware Evolution
   2025/03/18 by Liu, Tennison, Huynh, Nicolas, van der Schaar, Mihaela · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling
   2024/06/19 by Nabeel Seedat, Nicolas Huynh, Seedat, Nabeel +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling