no code implementations • 31 Oct 2022 • Shuvam Chakraborty, Gregory Hellbourg, Maqsood Careem, Dola Saha, Aveek Dutta
The growing need for electromagnetic spectrum to support the next generation (xG) communication networks increasingly generate unwanted radio frequency interference (RFI) in protected bands for radio astronomy.
5 code implementations • NeurIPS 2021 • Divyansh Garg, Shuvam Chakraborty, Chris Cundy, Jiaming Song, Matthieu Geist, Stefano Ermon
In many sequential decision-making problems (e. g., robotics control, game playing, sequential prediction), human or expert data is available containing useful information about the task.
Ranked #1 on MuJoCo Games on Walker2d
no code implementations • 20 Nov 2020 • Shuvam Chakraborty, Burak Uzkent, Kumar Ayush, Kumar Tanmay, Evan Sheehan, Stefano Ermon
Finally, we improve standard ImageNet pre-training by 1-3% by tuning available models on our subsets and pre-training on a dataset filtered from a larger scale dataset.
1 code implementation • NeurIPS 2020 • Jonathan Kuck, Shuvam Chakraborty, Hao Tang, Rachel Luo, Jiaming Song, Ashish Sabharwal, Stefano Ermon
Learned neural solvers have successfully been used to solve combinatorial optimization and decision problems.
no code implementations • 30 Jan 2020 • Shuvam Chakraborty, Hesham Mohammed, Dola Saha
The last mile connection is dominated by wireless links where heterogeneous nodes share the limited and already crowded electromagnetic spectrum.
Networking and Internet Architecture Signal Processing