I used the following textbook during my studies in CS at EPFL. IMO, it's well written, with good explainations, and covers more than enough for an introduction to the domain.
EDIT: For further reading, here are some other readings that my professor did recommend. I did not read them (shame on me), so I can't say if they're good or not.
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我在 EPFL 学习计算机科学期间使用了以下教科书。 IMO，它写得很好，有很好的解释，并且涵盖的内容足以介绍该领域。
信息论要素
编辑：为了进一步阅读，这里有我的教授推荐的其他一些读物。我没有读过它们（为我感到羞耻），所以我不能说它们好不好。
I used the following textbook during my studies in CS at EPFL. IMO, it's well written, with good explainations, and covers more than enough for an introduction to the domain.
Elements of Information Theory
EDIT: For further reading, here are some other readings that my professor did recommend. I did not read them (shame on me), so I can't say if they're good or not.