Panagiotis Tigas

1. Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data
   2021/11/03 by Andrew Jesson, Panagiotis Tigas, Jesson, Andrew +9 · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistical Methods and Inference
2. Deep Bayesian Active Learning for Preference Modeling in Large Language Models
   2024/06/14 by Luckeciano C. Melo, Panagiotis Tigas, Melo, Luckeciano C. +5 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
3. Interventions, Where and How? Experimental Design for Causal Models at Scale
   2022/03/03 by Panagiotis Tigas, Tigas, Panagiotis, Yashas Annadani +8 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms