Követés
Ganesh Ramachandra Kini
Ganesh Ramachandra Kini
E-mail megerősítve itt: ucsb.edu
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
1082018
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
772021
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
692020
Imbalance trouble: Revisiting neural-collapse geometry
C Thrampoulidis, GR Kini, V Vakilian, T Behnia
Advances in Neural Information Processing Systems 35, 27225-27238, 2022
442022
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
192019
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
152021
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
142023
Supervised-contrastive loss learns orthogonal frames and batching matters
GR Kini, V Vakilian, T Behnia, J Gill, C Thrampoulidis
arXiv preprint arXiv:2306.07960, 2023
52023
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
52018
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
32016
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching
GR Kini, V Vakilian, T Behnia, J Gill, C Thrampoulidis
The Twelfth International Conference on Learning Representations, 2023
2023
Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters
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
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Cikkek 1–14