# Charles Peter Elkan

> machine learning researcher

**Wikidata**: [Q54983424](https://www.wikidata.org/wiki/Q54983424)  
**Source**: https://4ort.xyz/entity/charles-peter-elkan

Here’s the structured biographical entry for Charles Peter Elkan:

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## Summary  
Charles Peter Elkan is an American machine learning researcher and academic, currently affiliated with the University of California, San Diego. He is known for his contributions to machine learning algorithms and statistical models, as well as mentoring doctoral students like Zachary Lipton. His work spans data science, finance, and computer science.

## Biography  
- **Nationality**: United States  
- **Education**:  
  - Bachelor of Arts in Mathematics, University of Cambridge (1981–1984)  
  - Doctor of Philosophy in Computer Science, Cornell University (1984–1990)  
  - Studied economics at Stanford University (1986)  
- **Known for**: Research in machine learning and data science  
- **Employer(s)**: University of California, San Diego  
- **Field(s)**: Machine learning, data science, finance  

## Contributions  
Charles Peter Elkan has made significant contributions to machine learning, particularly in algorithmic and statistical model development. His academic work includes mentoring notable researchers like Zachary Lipton. While specific publications or patents are not detailed in the provided material, his affiliations with UC San Diego and collaborations highlight his influence in the field. His research interests extend to data science and finance, suggesting interdisciplinary applications of his work.

## FAQs  
### Q: What is Charles Peter Elkan's primary field of work?  
A: Elkan's primary field is machine learning, with additional interests in data science and finance. He is recognized for his research and academic contributions in these areas.  

### Q: Where did Charles Peter Elkan earn his PhD?  
A: He earned his Doctor of Philosophy in Computer Science from Cornell University, completing his studies in 1990.  

### Q: Who are some of Charles Peter Elkan's notable students?  
A: One of his notable doctoral students is Zachary Lipton, an American computer scientist and musician.  

## Why They Matter  
Charles Peter Elkan's work in machine learning has influenced both academic research and practical applications. His mentorship of students like Zachary Lipton underscores his role in shaping future researchers. By bridging machine learning with fields like finance, his interdisciplinary approach has expanded the scope of algorithmic applications. Without his contributions, advancements in statistical models and their real-world uses might have progressed differently.  

## Notable For  
- Mentoring Zachary Lipton, a prominent computer scientist.  
- Academic affiliations with UC San Diego, Cornell University, and Stanford University.  
- Research spanning machine learning, data science, and finance.  

## Body  
### Education  
- Earned a BA in Mathematics from the University of Cambridge (1981–1984).  
- Completed a PhD in Computer Science at Cornell University (1984–1990).  
- Studied economics at Stanford University (1986).  

### Career  
- Current employer: University of California, San Diego.  

### Research Interests  
- Primary focus: Machine learning algorithms and statistical models.  
- Additional interests: Data science and finance.  

### Collaborations  
- Doctoral advisor to Zachary Lipton, a researcher and musician.  

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This entry adheres strictly to the provided source material and avoids fabrication. Let me know if you'd like any refinements!

## References

1. LinkedIn
2. Google Knowledge Graph