PhD student, University of California, San Diego
1 paper at NeurIPS 2025
We introduce the Birkhoff Extension, a polynomial-time, almost-everywhere differentiable relaxation of permutation objectives to doubly stochastic matrices, enabling efficient combinatorial optimization.