T. Behnia∗, G. R. Kini∗, V. Vakilian∗, C. Thrampoulidis, “On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data”, 14th International OPT Workshop on Optimization for Machine Learning at NeurIPS 2022 (* denotes equal contribution)
C. Thrampoulidis, G. R. Kini, V. Vakilian, T. Behnia, “Imbalance Trouble: Revisiting Neural-Collapse Geometry”, Proceedings of Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
G. R. Kini, O. Paraskevas, S. Oymak, C. Thrampoulidis, “Label-Imbalanced and Group-Sensitive Classification under Overparameterization”, Proceedings of Advances in Neural Information Processing Systems 34 (NeurIPS 2021), also ICML 2021 Workshop: Overparameterization: Pitfalls Opportunities (OPPO), and TOPML 2021
G. R. Kini, C. Thrampoulidis, “Phase Transitions for One-vs-One and One-vs-All Linear Separability in Multiclass Gaussian Mixtures”, Proceedings of The 2021 International Conference on Acoustics, Speech, Signal Processing (ICASSP), pp. 4020-4024
G. R. Kini, C. Thrampoulidis, “Analytic Study of Double Descent in Binary Classification: The Impact of Loss”, Proceedings of the IEEE International Symposium on Information Theory (ISIT), 2020, pp. 2527-2532
S. B. Balaji, G. R. Kini, P. V. Kumar, “A Tight Rate Bound and Matching Construction for Locally Recoverable Codes with Sequential Recovery From Any Number of Multiple Erasures”, IEEE Transactions on Information Theory,66 (2), 1023-1052
S. B. Balaji, G. R. Kini, P. V. Kumar, “A Tight Rate Bound and a Matching Construction for Locally Recoverable Codes with Sequential Recovery From Any Number of Multiple Erasures”, Proceedings of the IEEE International Symposium on Information Theory (ISIT), 2017, pp. 1778-1782. (IEEE Jack Keil Wolf Paper Award Finalist)
M. Vajha, V. Ramkumar, B. Puranik, G. R. Kini, E. Lobo, B. Sasidharan, and P. V. Kumar, A. Barg and M. Ye, S. Narayanamurthy, S. Hussain, S. Nandi, “Clay Codes: Moulding MDS Codes to Yield an MSR Code”, Proceedings of the 16th USENIX Conference on File and Storage Technologies (FAST), 2018, pp. 139-154
S. B. Balaji, G. R. Kini, P. V. Kumar, “A Rate-Optimal Construction of Codes with Sequential Recovery with Low Block Length”, Proceedings of the 2018 Twenty Fourth National Conference on Communications (NCC), 2018, pp. 1-6