Navratil, Jiri
- GP-MoLFormer: A Foundation Model For Molecular Generation
2024/04/04 by Jerret Ross, Brian Belgodere, Ross, Jerret +10 · 4 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Chemical Synthesis and Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Nanomaterials for catalytic reactions
- Distributional Preference Alignment of LLMs via Optimal Transport
2024/06/09 by Igor Melnyk, Melnyk, Igor, Youssef Mroueh +15 · 5 citations
Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Packing Problems #Vehicle Routing Optimization Methods
- Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
2023/04/21 by Brian Belgodere, Pierre Dognin, Belgodere, Brian +24 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI
2021/06/02 by Ghosh, Soumya, Liao, Q. Vera, Ramamurthy, Karthikeyan Natesan +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
2025/05/28 by Youssef Mroueh, Nicolas Dupuis, Mroueh, Youssef +15 · 9 citations
Psychology · #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Uncertainty Prediction for Deep Sequential Regression Using Meta Models
2020/07/02 by Navratil, Jiri, Arnold, Matthew, Elder, Benjamin · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Automating the AI Operations Lifecycle
2020/03/28 by Matthew Arnold, Arnold, Matthew, Jeffrey Boston +13 · 2 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #AI-based Problem Solving and Planning
- Risk Aware Benchmarking of Large Language Models
2023/10/11 by Apoorva Nitsure, Nitsure, Apoorva, Youssef Mroueh +15 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk Management (q-fin.RM) #Risk and Portfolio Optimization #Statistical Methods and Inference #Statistics Theory (math.ST)
- Improved Answer Selection with Pre-Trained Word Embeddings
2017/08/14 by Rishav Chakravarti, Jiří Navrátil, Chakravarti, Rishav +3 · 1 citation
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling