Davin Choo
- Learning-Augmented Online Bipartite Fractional Matching
2025/05/25 by Davin Choo, Choo, Davin, Billy Jin +3 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Scheduling and Timetabling Solutions
- k-means++: few more steps yield constant approximation
2020/02/18 by Davin Choo, Choo, Davin, Christoph Grunau +5 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Chemical Structure Elucidation from Mass Spectrometry by Matching Substructures
2018/11/17 by Jing Shan Lim, Lim, Jing, Joshua M. Wong +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metabolomics and Mass Spectrometry Studies
- A Partition Cover Approach to Tokenization
2025/01/08 by Ji Hyun Lim, Lim, Jia Peng, Tan, Shawn +4 · 2 citations
Computer Science · #Parallel Computing and Optimization Techniques #Graph Theory and Algorithms #Algorithms and Data Compression
- Learnability of Parameter-Bounded Bayes Nets
2024/07/01 by Arnab Bhattacharyya, Davin Choo, Bhattacharyya, Arnab +5 · 1 citation
Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
- Learning and Testing Latent-Tree Ising Models Efficiently
2022/11/23 by Davin Choo, Choo, Davin, Yuval Dagan +5 · 1 citation
Agricultural and Biological Sciences · Computer Science · #Bayesian Modeling and Causal Inference #Data Analysis with R #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Plant and animal studies #Probability (math.PR) #Statistics Theory (math.ST)
- Learning bounded-degree polytrees with known skeleton
2023/10/10 by Davin Choo, Joy Qiping Yang, Choo, Davin +5 · 1 citation
Computer Science · Mathematics · Decision Sciences · #Bayesian Modeling and Causal Inference #Census and Population Estimation #Data Quality and Management