The refereed post-proceedings of the First International Symposium on Combinatorics, Algorithms, Probabilistic and Experimental Methodologies are presented in this volume. The 46 full papers address large data processing problems using different methodologies from major disciplines such as computer science, combinatorics, and statistics.