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Department of Applied Mathematics and Theoretical Physics

Career

  • 2022-date: Professor of Applied Mathematics, DAMTP, University of Cambridge, UK
  • 2016-2022: University Lecturer, DAMTP, University of Cambridge, UK
  • 2016: PhD at MIT

Research

Convex optimisation and applications

Selected Publications

Please see my publications page

Teaching

See my personal webpage

Publications

On representing the positive semidefinite cone using the second-order cone
H Fawzi
– Mathematical Programming
(2018)
175,
109
Adversarial vulnerability for any classifier.
A Fawzi, H Fawzi, O Fawzi
– CoRR
(2018)
2018-December,
1178
Equivariant Semidefinite Lifts of Regular Polygons.
H Fawzi, J Saunderson, PA Parrilo
– Math. Oper. Res.
(2017)
42,
472
Equivariant semidefinite lifts of regular polygons
H Fawzi, J Saunderson, PA Parrilo
– CoRR
(2017)
abs/1409.4379,
472
Lieb's concavity theorem, matrix geometric means, and semidefinite optimization
H Fawzi, J Saunderson
– Linear Algebra and Its Applications
(2017)
513,
240
Sparse sums of squares on finite abelian groups and improved semidefinite lifts.
H Fawzi, J Saunderson, PA Parrilo
– Mathematical Programming
(2016)
160,
149
Sparse sum-of-squares certificates on finite abelian groups.
H Fawzi, J Saunderson, PA Parrilo
– Proceedings of the IEEE Conference on Decision and Control
(2016)
160,
149
Rational and real positive semidefinite rank can be different.
H Fawzi, J Gouveia, RZ Robinson
– Oper. Res. Lett.
(2016)
44,
59
Equivariant Semidefinite Lifts and Sum-of-Squares Hierarchies
H Fawzi, J Saunderson, PA Parrilo
– SIAM J. Optim.
(2015)
25,
2212
Self-scaled bounds for atomic cone ranks: applications to nonnegative rank and cp-rank.
H Fawzi, PA Parrilo
– Math. Program.
(2015)
158,
417
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Quantum Information and Foundations

Room

F0.16

Telephone

01223 760384