3 citations · 3 across the 4 of their papers we have counts for
4 papers
A theoretical basis for model collapse in recursive training
Vivek Shripad Borkar
It is known that recursive training from generative models can lead to the so called `collapse' of the simulated probability distribution. This note shows that one in fact gets two…
A dynamic view of some anomalous phenomena in SGD
Vivek Shripad Borkar
It has been observed by Belkin et al.\ that over-parametrized neural networks exhibit a `double descent' phenomenon. That is, as the model complexity (as reflected in the number of…
Stochastic Approximation with Two Time Scales: The General Case
Vivek S Borkar
Two time scale stochastic approximation is analyzed when the iterates on either or both time scales do not necessarily converge.
Whittle Index Based User Association in Dense Millimeter Wave Networks
Mandar R. Nalavade, Gaurav S. Kasbekar, Vivek S. Borkar
We address the problem of user association in a dense millimeter wave (mmWave) network, in which each arriving user brings a file containing a random number of packets and each tim…