Scholar
Ramya Korlakai Vinayak
Google Scholar ID: -dDKMgoAAAAJ
Assistant Professor, UW-Madison
Citations & Impact
Citations
299
H-index
10
i10-index
10
Publications
20
Co-authors
7
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Recipient of NSF CAREER Award
- Multiple papers accepted at top-tier conferences: ICCV 2025, ICLR 2025, ICML 2025, The Web Conference 2025 (oral), NeurIPS 2024, UAI 2024, AISTATS 2024 (two papers), AAAI 2024, NeurIPS 2023 (Spotlight), AAAI HCOMP 2023
- Contributions in text-to-image model evaluation, sample-efficient reward modeling, pseudolabeling in SSL, crowdsourced clustering, confidence learning for auto-labeling, metric learning from pairwise comparisons, synthetic face auditing, and human-in-the-loop OOD detection
- Co-organized Midwest Machine Learning Symposium (MMLS) 2023
- Co-organized NeurIPS 2022 tutorial on Theory and Practice of Efficient and Accurate Dataset Construction
