Singh, Prashant

1. Convolutional Neural Networks as Summary Statistics for Approximate\n Bayesian Computation
   2020/01/31 by Mattias Åkesson, Prashant Singh, Åkesson, Mattias +5 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
2. Scalable federated machine learning with FEDn
   2021/02/27 by Morgan Ekmefjord, Ekmefjord, Morgan, Addi Ait‐Mlouk +13 · 1 citation
   Computer Science · #68-04 #68T07 #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search
   2024/05/18 by Kamalkumar Rathinasamy, Rathinasamy, Kamalkumar, Jayarama Nettar +50 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR) #Open Source Software Innovations #Scientific Computing and Data Management #Software Engineering Research
4. A ductility metric for refractory-based multi-principal-element alloys
   2022/11/28 by Prashant Singh, Singh, Prashant, Vela, Brent +5 · 1 citation
   Engineering · #Advanced Materials Characterization Techniques #FOS: Physical sciences #High Entropy Alloys Studies #Materials Science (cond-mat.mtrl-sci) #Metal and Thin Film Mechanics
5. Bayesian polynomial neural networks and polynomial neural ordinary differential equations
   2023/08/17 by Colby Fronk, Fronk, Colby, Jae-Woong Yun +5 · 2 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #and Science (cs.CE)
6. Variational Autoencoders for Efficient Simulation-Based Inference
   2024/11/21 by Mayank Nautiyal, Nautiyal, Mayank, Andrey Shternshis +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
7. Multiple magnetic interactions and large inverse magnetocaloric effect in TbSi and TbSi_0.6Ge_0.4
   2024/05/10 by Kumar, Ajay, Singh, Prashant, Doyle, Andrew +2 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
8. Sokoban Random Walk: From Environment Reshaping to Trapping Transition
   2025/08/11 by Singh, Prashant, Kessler, David A., Barkai, Eli · 2 citations
   #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)