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Dani Roytburg
MS student, Machine Learning, Carnegie Mellon University
Joined
October 2024
Names
Dani Roytburg
(Preferred)
,
Dani Royburg
,
Daniel Roytburg
Emails
****@emory.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@andrew.cmu.edu
(Confirmed)
Personal Links
LinkedIn
Career & Education History
MS student
Machine Learning,
Carnegie Mellon University
(cmu.edu)
2025
–
2026
Undergrad student
Computer Science,
Emory University
(emory.edu)
2021
–
2025
Advisors, Relations & Conflicts
Advisor
Daphne Ippolito
2025
–
Present
Coauthor
Narmeen Fatimah Oozeer
2025
–
Present
Advisor
Joyce C. Ho
2024
–
2025
Committee Member
Sandeep Soni
2023
–
2025
Advisor
Lauren Klein
2021
–
2025
Expertise
No areas of expertise listed
Publications
Measuring Weak-to-Strong Legibility of Reasoning Models
Dani Roytburg
,
Shreya Sridhar
,
Daphne Ippolito
AI4GOOD Workshop 2026 Regular
Readers:
Everyone
Breaking the Mirror: Examining Self-Preference in LLM Evaluators through Activation-Based Representations
Dani Roytburg
,
Matthew Bozoukov
,
Hongyu Fu
,
Matthew Nguyen
,
Jou Barzdukas
,
Narmeen Fatimah Oozeer
NeurIPS 2025 LLM Evaluation Workshop Poster
Readers:
Everyone
Breaking the Mirror: Activation-Based Mitigation of Self-Preference in LLM Evaluators
Dani Roytburg
,
Matthew Nguyen
,
Matthew Bozoukov
,
Hongyu Fu
,
Jou Barzdukas
,
Narmeen Fatimah Oozeer
NeurIPS 2025 - Reliable ML Workshop
Readers:
Everyone
Breaking the Mirror: Activation-Based Mitigation of Self-Preference in LLM Evaluators
Dani Roytburg
,
Matthew Nguyen
,
Matthew Bozoukov
,
Jou Barzdukas
,
Hongyu Fu
,
Narmeen Fatimah Oozeer
Mech Interp Workshop (NeurIPS 2025) Poster
Readers:
Everyone
Co-Authors
Daphne Ippolito
Hongyu Fu
Jou Barzdukas
Matthew Bozoukov
Matthew Nguyen
Narmeen Fatimah Oozeer
Shreya Sridhar