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Ramya Korlakai Vinayak
Ramya Korlakai Vinayak
Assistant Professor, UW-Madison
Verified email at ece.wisc.edu - Homepage
Title
Cited by
Cited by
Year
Crowdsourced Clustering: Querying Edges vs Triangles
RK Vinayak, B Hassibi
Advances in Neural Information Processing Systems, 2016
562016
Maximum likelihood estimation for learning populations of parameters
RK Vinayak, W Kong, G Valiant, S Kakade
International Conference on Machine Learning, 6448-6457, 2019
492019
Graph clustering with missing data: Convex algorithms and analysis
R Korlakai Vinayak, S Oymak, B Hassibi
Advances in Neural Information Processing Systems 27, 2014
432014
Sharp performance bounds for graph clustering via convex optimization
RK Vinayak, S Oymak, B Hassibi
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
222014
Similarity clustering in the presence of outliers: Exact recovery via convex program
RK Vinayak, B Hassibi
2016 IEEE International Symposium on Information Theory (ISIT), 91-95, 2016
142016
One for All: Simultaneous Metric and Preference Learning over Multiple Users.
G Canal, B Mason, RK Vinayak, R Nowak
NeurIPS, 2022
102022
Estimating the number and effect sizes of non-null hypotheses
J Brennan, RK Vinayak, K Jamieson
International Conference on Machine Learning, 1123-1133, 2020
102020
Fisher-Pitman permutation tests based on nonparametric poisson mixtures with application to single cell genomics
Z Miao, W Kong, RK Vinayak, W Sun, F Han
Journal of the American Statistical Association 119 (545), 394-406, 2024
82024
Promises and pitfalls of threshold-based auto-labeling
H Vishwakarma, H Lin, F Sala, R Korlakai Vinayak
Advances in Neural Information Processing Systems 36, 2024
62024
Unbiased face synthesis with diffusion models: Are we there yet?
H Rosenberg, S Ahmed, GV Ramesh, R Korlakai Vinayak, K Fawaz
arXiv e-prints, arXiv: 2309.07277, 2023
52023
Optimal Estimation of Change in a Population of Parameters
RK Vinayak, W Kong, SM Kakade
arXiv preprint arXiv:1911.12568, 2019
42019
Tensor-based crowdsourced clustering via triangle queries
RK Vinayak, T Zrnic, B Hassibi
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
42017
Clustering by comparison: Stochastic block model for inference in crowdsourcing
RK Vinayak, EDUB Hassibi, C EDU
Workshop machine learning and crowdsourcing, 2016
42016
Learning populations of preferences via pairwise comparison queries
G Tatli, Y Chen, RK Vinayak
International Conference on Artificial Intelligence and Statistics, 1720-1728, 2024
32024
Metric learning from limited pairwise preference comparisons
Z Wang, G So, RK Vinayak
arXiv preprint arXiv:2403.19629, 2024
32024
Crowdsourced Clustering via Active Querying: Practical Algorithm with Theoretical Guarantees
Y Chen, RK Vinayak, B Hassibi
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11 …, 2023
32023
Learning preference distributions from distance measurements
G Tatli, R Nowak, RK Vinayak
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
32022
Graph Clustering: Algorithms, analysis and query design
RK Vinayak
California Institute of Technology, 2018
32018
Taming False Positives in Out-of-Distribution Detection with Human Feedback
H Vishwakarma, H Lin, RK Vinayak
arXiv preprint arXiv:2404.16954, 2024
12024
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
H Vishwakarma, SJ Tay, SSS Namburi, F Sala, RK Vinayak
arXiv preprint arXiv:2404.16188, 2024
12024
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