Scholar
Colin White
Google Scholar ID: LS6HY-gAAAAJ
Meta
Citations & Impact
Citations
2,927
H-index
26
i10-index
34
Publications
20
Co-authors
80
list available
Publications
Resume (English only)
Academic Achievements
- Publications: 'Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive', 'LiveBench: A Challenging, Contamination-Free LLM Benchmark', etc.; Awards: Top 10% of reviewers at NeurIPS 2020-2022, ICML 2021-2022, ICLR 2022; Service: Senior Area Chair for ICML 2024, Senior Area Chair for NeurIPS Track on Datasets and Benchmarks 2023-2024, etc.
Research Experience
- Research Scientist at Meta Superintelligence Labs, working on generative AI; Head of Research at Abacus.AI, co-created and maintained LiveBench benchmark.
Education
- Ph.D. in Computer Science from Carnegie Mellon University, advised by Nina Balcan, supported by the NDSEG Fellowship; Undergraduate degree from Amherst College.
Background
- Research Interests: Evaluating generative AI models. Professional Fields: Generative AI, Automated Machine Learning (AutoML), Model Interpretability and Debiasing, Machine Learning for Tabular Data. Brief Introduction: Research Scientist at Meta Superintelligence Labs, previously Head of Research at Abacus.AI.
