Akash Kumar Dhaka

1. Challenges and Opportunities in High-dimensional Variational Inference
   2021/03/01 by Akash Kumar Dhaka, Alejandro Catalina, Dhaka, Akash Kumar +9 · 5 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
2. Robust, Accurate Stochastic Optimization for Variational Inference
   2020/09/01 by Akash Kumar Dhaka, Dhaka, Akash Kumar, Alejandro Catalina +9 · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
3. Preferential Batch Bayesian Optimization
   2020/03/25 by Eero Siivola, Siivola, Eero, Akash Kumar Dhaka +9 · 2 citations
   Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research