4 papers
Amortizing Scaling Law Construction Costs
Abhash Kumar Jha, Diana Alexandra Onuţu, Neeratyoy Mallik +6
Scaling laws guide the design choices for training large foundation models, but deriving them involves training an exhaustive grid over hyperparameters, token budgets, and paramete…
confopt: A Library for Implementation and Evaluation of Gradient-based One-Shot NAS Methods
Abhash Kumar Jha, Shakiba Moradian, Arjun Krishnakumar +2
Gradient-based one-shot neural architecture search (NAS) has significantly reduced the cost of exploring architectural spaces with discrete design choices, such as selecting operat…
An asymptotic expansion for a Lambert series associated to Siegel cusp forms of degree
Babita, Abhash Kumar Jha, Bibekananda Maji +1
Utilizing inverse Mellin transform of the symmetric square -function attached to Ramanujan tau function, Hafner and Stopple proved a conjecture of Zagier, which states that the…
Estimates for the shifted convolution sum involving Fourier coefficients of cusp forms of half-integral weight
Abash Kumar Jha, Lalit Vaishya
In this article, we obtain certain estimate for the shifted convolution sum involving the Fourier coefficients of half-integral weight cusp forms.