Vidya Muthukumar
According to our database1,
Vidya Muthukumar
authored at least 37 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Trans. Mach. Learn. Res., 2024
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations.
CoRR, 2024
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks.
CoRR, 2024
Sharp analysis of out-of-distribution error for "importance-weighted" estimators in the overparameterized regime.
CoRR, 2024
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance.
CoRR, 2024
2023
IEEE Trans. Inf. Theory, December, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 14th Innovations in Theoretical Computer Science Conference, 2023
2022
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Universal and data-adaptive algorithms for model selection in linear contextual bandits.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Classification vs regression in overparameterized regimes: Does the loss function matter?
J. Mach. Learn. Res., 2021
Classification and Adversarial examples in an Overparameterized Linear Model: A Signal Processing Perspective.
CoRR, 2021
A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning.
CoRR, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
IEEE J. Sel. Areas Inf. Theory, 2020
CoRR, 2020
OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
Color-Theoretic Experiments to Understand Unequal Gender Classification Accuracy From Face Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
2017
IEEE Trans. Cogn. Commun. Netw., 2017
CoRR, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
2015
Whitespaces after the USA's TV incentive auction: A spectrum reallocation case study.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Whitespace evaluation software (WEST) and its applications to whitespace in Canada and Australia.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2015
2014
Proceedings of the IEEE International Conference on Acoustics, 2014