Yashas Annadani
- BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
2023/07/26 by Yashas Annadani, Annadani, Yashas, Nick Pawlowski +8 · 6 citations
Computer Science · Environmental Science · Neuroscience · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Methodology (stat.ME)
- Variational Causal Networks: Approximate Bayesian Inference over Causal Structures
2021/06/14 by Yashas Annadani, Annadani, Yashas, Jonas Rothfuss +11 · 3 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistical Methods and Inference
- Learning Neural Causal Models with Active Interventions
2021/09/06 by Nino Scherrer, Scherrer, Nino, Olexa Bilaniuk +17 · 2 citations
Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- 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
- Preference-Guided Diffusion for Multi-Objective Offline Optimization
2025/03/21 by Yashas Annadani, Annadani, Yashas, Syrine Belakaria +7 · 4 citations
Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Topology Optimization in Engineering #Metaheuristic Optimization Algorithms Research