Scholar

Carol Long

Google Scholar ID: DGQASc8AAAAJ

Harvard University

Trustworthy MLOptimizationInformation Theory

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Publications

1 items

arXiv.org · 2024

Cited

Resume (English only)

Academic Achievements

HeavyWater and SimplexWater: Watermarking Low-Entropy Text Distributions (Under Review, 2025)
Optimized Couplings for Watermarking Large Language Models, IEEE ISIT 2025
Kernel Multiaccuracy, Foundations of Responsible Computing (FORC) 2025
Predictive Churn with the Set of Good Models (Under Review, 2024)
Multi-Group Proportional Representation in Retrieval, NeurIPS
Oral presentation at IEEE ISIT 2025 (University of Michigan)
Oral presentation at FORC 2025 (Stanford University)

Background

Final-year Ph.D. candidate in Applied Mathematics at Harvard University
Research focuses on reliable, responsible, and trustworthy Machine Learning
Works on GenAI Agents, supply chain management, LLM watermarking, algorithmic fairness, multiplicity, etc.
Uses tools from Optimization, Information Theory, Probability, and Statistics
On the job market for positions starting September 2026, with a preference for Europe

Co-authors

9 total