Algorithm design, algorithm analysis, combinatorial optimization, submodular optimization
Present
Online optimization, online learning, mirror descent
Present
Convex optimization, linear optimization, stochastic gradient descent
Present
Differential privacy, theory
Present
Randomized algorithms, streaming, online
Present