no code implementations • 6 Dec 2023 • Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Sandeep Madireddy, Romit Maulik, Veerabhadra Kotamarthi, Ian Foster, Aditya Grover
At the core of Stormer is a randomized forecasting objective that trains the model to forecast the weather dynamics over varying time intervals.
no code implementations • 29 Nov 2023 • Mrigank Raman, Rohan Shah, Akash Kannan, Pranit Chawla
The goal of test-time adaptation is to adapt a source-pretrained model to a continuously changing target domain without relying on any source data.
1 code implementation • 10 Sep 2021 • Shubham Anand Jain, Rohan Shah, Sanit Gupta, Denil Mehta, Inderjeet Jayakumar Nair, Jian Vora, Sushil Khyalia, Sourav Das, Vinay J. Ribeiro, Shivaram Kalyanakrishnan
This problem reduces to the estimation of a single parameter when $\mathcal{P}$ has a support set of size $K = 2$.
no code implementations • 1 Nov 2016 • Renato Rocha Souza, Flavio Codeco Coelho, Rohan Shah, Matthew Connelly
Whether officials can be trusted to protect national security information has become a matter of great public controversy, reigniting a long-standing debate about the scope and nature of official secrecy.