Carl Kingsford
- Salmon provides fast and bias-aware quantification of transcript expression
2017/03/06 by Rob Patro, Geet Duggal, Michael I Love +4 · 1 voice · 125 citations
Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Genomics and Phylogenetic Studies #Molecular Biology Techniques and Applications
- A fast, lock-free approach for efficient parallel counting of occurrences of k -mers
2011/01/07 by Guillaume Marçais, Carl Kingsford · 18 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Genome Rearrangement Algorithms #Genomics and Phylogenetic Studies
- Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection
2021/09/20 by Yihang Shen, Shen, Yihang, Carl Kingsford +1 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- How Much Data Is Sufficient to Learn High-Performing Algorithms?
2024/07/29 by Maria-Florina Balcan, Dan Deblasio, Dan DeBlasio +5 · 6 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Algorithms and Data Compression
- Lower density selection schemes via small universal hitting sets with short remaining path length
2020/01/16 by Hongyu Zheng, Carl Kingsford, Zheng, Hongyu +3 · 1 citation
Computer Science · Engineering · #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #FOS: Biological sciences #FOS: Computer and information sciences #Optimization and Packing Problems #Quantitative Methods (q-bio.QM) #semigroups and automata theory