no code implementations • 28 Jan 2022 • Jiangnan Cheng, Sandeep Chinchali, Ao Tang
Classical network coding is largely task-agnostic -- the coding schemes mainly aim to faithfully reconstruct data at the receivers, regardless of what ultimate task the received data is used for.
1 code implementation • 5 Oct 2021 • Jiangnan Cheng, Ao Tang, Sandeep Chinchali
Local differential privacy (LDP) can be adopted to anonymize richer user data attributes that will be input to sophisticated machine learning (ML) tasks.
1 code implementation • NeurIPS 2021 • Jiangnan Cheng, Marco Pavone, Sachin Katti, Sandeep Chinchali, Ao Tang
Sharing forecasts of network timeseries data, such as cellular or electricity load patterns, can improve independent control applications ranging from traffic scheduling to power generation.