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For decades, Georgia Tech has been a powerhouse in theoretical computer science. Its current prestigious standing stems from distinguished faculty achievements, a demanding yet flourishing Ph.D. program in algorithms, combinatorics, and optimization (ACO), along with the outward-focused Algorithms & Randomness Center and ThinkTank (ARC). The theory team has long pioneered work in combinatorial optimization, approximation algorithms, and discrete random systems. In recent years, it has also become a trailblazer in: Computational complexity, Cryptographic systems, Probabilistic algorithms and stochastic modeling, Game-theoretic algorithms, Spectral analysis techniques, High-dimensional geometry and continuous optimization methods, Network algorithm design, Computational learning theory.