Conference paper
COUNTERFACTUAL CONCEPT BOTTLENECK MODELS
Gabriele Dominici, Pietro Barbiero, et al.
ICLR 2025
We consider the problem of determining when a given source can be used to approximate the output due to any input to a given channel. We provide achievability and converse results for a general source and channel. For the special case of a full-rank discrete memoryless channel we give a stronger converse result than we can give for a general channel.
Gabriele Dominici, Pietro Barbiero, et al.
ICLR 2025
Limin Hu
IEEE/ACM Transactions on Networking
Anupam Gupta, Viswanath Nagarajan, et al.
Operations Research
Raymond Wu, Jie Lu
ITA Conference 2007