Smoothed analysis of algorithms: Why the simplex algorithm usually takes polynomial time.
On clusterings: Good, bad and spectral.
Satisfiability of word equations with constants is in PSPACE.
Polynomial-time data reduction for dominating set.
Lower bounds on the bounded coefficient complexity of bilinear maps.