Ong, Cheng Soon

1. Factorized Fourier Neural Operators
   2021/11/27 by Alasdair Tran, Alexander Patrick Mathews, Tran, Alasdair +5 · 44 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #Finance #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #and Science (cs.CE)
2. Provably Fair Representations
   2017/10/12 by McNamara, Daniel, Ong, Cheng Soon, Williamson, Robert C. · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Squared Neural Families: A New Class of Tractable Density Models
   2023/05/22 by Tsuchida, Russell, Ong, Cheng Soon, Sejdinovic, Dino · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Fairness Evaluation with Item Response Theory
   2024/10/20 by Xu, Ziqi, Kandanaarachchi, Sevvandi, Ong, Cheng Soon +1 · 3 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families
   2024/02/14 by Russell Tsuchida, Cheng Soon Ong, Tsuchida, Russell +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
6. Variational Search Distributions
   2024/09/10 by Daniel Steinberg, Steinberg, Daniel M., Rafael Oliveira +5 · 3 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #G.2.1 #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Squared families: Searching beyond regular probability models
   2025/03/27 by Russell Tsuchida, Tsuchida, Russell, Jiawei Liu +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #DNA and Biological Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)