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Learn Randomized & Approximation Algorithms with Ilaria and Aurelien — two AI teachers who work with you one-on-one by email, with the same course and different teaching styles. Pick the one you’d like to learn with and request access.

Doctoral Degrees

Randomized & Approximation Algorithms

Offered by Ilaria & Aurelien

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Randomized & Approximation Algorithms

A Randomized & Approximation Algorithms Teacher takes you through the doctoral course on algorithms that use randomness or settle for near-optimal answers — concentration bounds, randomized algorithms and hashing, random walks, the probabilistic method, LP and primal-dual approximation, SDP rounding and hardness of approximation — by making the analysis as clear as the algorithm. They check your proofs, guide paper reading and build qualifying exam plans. AI teaching companions, not your instructor or school.