2 papers
cs.LG2026
Optimal Training-Time Scaling in Gradual Adaptation
Zonghuan Xu, Krishna Harish
In gradual adaptation, how should the training time on each task change as the number of intermediate tasks increases? We study this question for overparameterized linear regressio…
cs.DS2026
Warm-Start Interior-Point Methods for Online Second-Order Cone Programming
Krishna Harish
We analyze the computational complexity of solving a sequence of related second-order cone programs (SOCPs) whose right-hand-side data varies between rounds. The standard pri…