A Distributionally Robust Approach to Shannon Limits using the Wasserstein Distance

Vikrant Malik, Taylan Kargin, Victoria Kostina +1

We consider the rate-distortion function for lossy source compression, as well as the channel capacity for error correction, through the lens of distributional robustness. We assum…