Maxim PanovMaxim Panov
1 year ago
PhD position Mohamed bin Zayed University of AI (MBZUAI) in United Arab Emirates
Degree Level
PhD
Field of study
Computer Science
Funding
Full funding availableDeadline
December 31, 2026
Country
United Arab Emirates
University
Mohamed bin Zayed University of AI (MBZUAI)
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Where to contact
Official Email
Keywords
Computer Science
Machine Learning
Artificial Intelligence
Natural Language Processing
Language Learning
Mathematical Statistics
Conformal Prediction
Applied statistics
Predictive Uncertainty Quantification
About this position
Hello everyone,
I’m inviting you to apply for a PhD position in my (Maxim Panov) group at MBZUAI (Mohamed bin Zayed University of AI), Abu Dhabi, UAE.
Our research focuses on machine learning and mathematical statistics, with a particular emphasis on methods for predictive uncertainty quantification.
Here are some examples of our recent papers:
* Paper on a novel method for hallucination detection in NLP/LLM (ACL 2024): https://lnkd.in/dwMJXzSi
* Paper on how to properly formalize uncertainty estimates in ML (under review at ICLR 2025): https://lnkd.in/dvBPRNGW
* Paper on conformal prediction, a method for constructing confidence sets with provable guarantees (AISTATS 2024): https://lnkd.in/d7i7fKPm
We are also developing our own library for uncertainty estimation and hallucination detection in language models: https://lnkd.in/da2UcP7g
For more recent publications, check out Google Scholar: https://lnkd.in/dfAbWga2
If you have any questions, feel free to reach out here or via email [email protected]
I’m inviting you to apply for a PhD position in my (Maxim Panov) group at MBZUAI (Mohamed bin Zayed University of AI), Abu Dhabi, UAE.
Our research focuses on machine learning and mathematical statistics, with a particular emphasis on methods for predictive uncertainty quantification.
Here are some examples of our recent papers:
* Paper on a novel method for hallucination detection in NLP/LLM (ACL 2024): https://lnkd.in/dwMJXzSi
* Paper on how to properly formalize uncertainty estimates in ML (under review at ICLR 2025): https://lnkd.in/dvBPRNGW
* Paper on conformal prediction, a method for constructing confidence sets with provable guarantees (AISTATS 2024): https://lnkd.in/d7i7fKPm
We are also developing our own library for uncertainty estimation and hallucination detection in language models: https://lnkd.in/da2UcP7g
For more recent publications, check out Google Scholar: https://lnkd.in/dfAbWga2
If you have any questions, feel free to reach out here or via email [email protected]
Funding details
Full funding including tuition fees and living expenses is available for this position. The scholarship covers all educational costs and provides a monthly stipend.
How to apply
Please submit your application including a cover letter, CV, academic transcripts, and contact information for two references. Applications should be sent via the online portal before the deadline.
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The focuses on machine learning and mathematical statistics, with a particular emphasis on methods for predictive uncertainty quantification.