| Clay codes: Moulding {MDS} codes to yield an {MSR} code M Vajha, V Ramkumar, B Puranik, G Kini, E Lobo, B Sasidharan, ... 16th USENIX Conference on File and Storage Technologies (FAST 18), 139-154, 2018 | 129 | 2018 |
| Label-imbalanced and group-sensitive classification under overparameterization GR Kini, O Paraskevas, S Oymak, C Thrampoulidis Advances in Neural Information Processing Systems 34, 18970-18983, 2021 | 107 | 2021 |
| Analytic Study of Double Descent in Binary Classification: The Impact of Loss GR Kini, C Thrampoulidis 2020 IEEE International Symposium on Information Theory (ISIT), 2527-2532, 2020 | 76 | 2020 |
| Imbalance trouble: Revisiting neural-collapse geometry C Thrampoulidis, GR Kini, V Vakilian, T Behnia Advances in Neural Information Processing Systems 35, 27225-27238, 2022 | 74 | 2022 |
| A tight rate bound and matching construction for locally recoverable codes with sequential recovery from any number of multiple erasures SB Balaji, GR Kini, PV Kumar IEEE Transactions on Information Theory 66 (2), 1023-1052, 2019 | 22 | 2019 |
| On the implicit geometry of cross-entropy parameterizations for label-imbalanced data T Behnia, GR Kini, V Vakilian, C Thrampoulidis International Conference on Artificial Intelligence and Statistics, 10815-10838, 2023 | 21 | 2023 |
| Phase transitions for one-vs-one and one-vs-all linear separability in multiclass gaussian mixtures GR Kini, C Thrampoulidis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 20 | 2021 |
| Supervised-contrastive loss learns orthogonal frames and batching matters GR Kini, V Vakilian, T Behnia, J Gill, C Thrampoulidis CoRR, 2023 | 5 | 2023 |
| A rate-optimal construction of codes with sequential recovery with low block length BS Babu, GR Kini, PV Kumar 2018 Twenty Fourth National Conference on Communications (NCC), 1-6, 2018 | 5 | 2018 |
| A bound on rate of codes with locality with sequential recovery from multiple erasures SB Balaji, GR Kini, PV Kumar arXiv preprint ArXiv:1611.08561, 2016 | 3 | 2016 |
| Symmetric neural-collapse representations with supervised contrastive loss: The impact of relu and batching GR Kini, V Vakilian, T Behnia, J Gill, C Thrampoulidis arXiv preprint arXiv:2306.07960, 2023 | 1 | 2023 |
| Towards Understanding Overparameterized Neural Networks: Insights into Imbalances and Neural Representations GR Kini University of California, Santa Barbara, 2024 | | 2024 |
| Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching G Ramachandra Kini, V Vakilian, T Behnia, J Gill, C Thrampoulidis arXiv e-prints, arXiv: 2306.07960, 2023 | | 2023 |
| Label-Imbalanced and Group-Sensitive Classification under Overparameterization G Ramachandra Kini, O Paraskevas, S Oymak, C Thrampoulidis arXiv e-prints, arXiv: 2103.01550, 2021 | | 2021 |
| Supplementary Material for “Label-Imbalanced and Group-Sensitive Classification under Overparameterization GR Kini, O Paraskevas, S Oymak, C Thrampoulidis | | |
Christos ThrampoulidisAssistant Professor, University of British Columbia, ECE DepartmentGeverifieerd e-mailadres voor ucsb.edu