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
Defining quantum divergences via convex optimization.
– Quantum
(2021)
5,
387
The sum-of-squares hierarchy on the sphere and applications in quantum information theory
– Math. Program.
(2020)
190,
331
(doi: 10.1007/s10107-020-01537-7)
Learning dynamic polynomial proofs.
– Advances in Neural Information Processing Systems
(2019)
32,
On representing the positive semidefinite cone using the second-order cone.
– Math. Program.
(2019)
175,
109
(doi: 10.1007/s10107-018-1233-0)
Semidefinite Approximations of the Matrix Logarithm.
– Found. Comput. Math.
(2018)
19,
259
(doi: 10.1007/s10208-018-9385-0)
Efficient optimization of the quantum relative entropy (vol 51, 154003, 2018)
– Journal of Physics A: Mathematical and Theoretical
(2018)
51,
154003
(doi: 10.1088/1751-8121/aab285)
A lower bound on the positive semidefinite rank of convex bodies
– SIAM Journal on Applied Mathematics
(2018)
2,
126
(doi: 10.1137/17M1142570)
On representing the positive semidefinite cone using the second-order cone
– Mathematical Programming
(2018)
175,
1
(doi: 10.1007/s10107-018-1233-0)
Adversarial vulnerability for any classifier.
– Advances in Neural Information Processing Systems
(2018)
abs/1802.08686,
1178
Equivariant Semidefinite Lifts of Regular Polygons
– CoRR
(2017)
42,
472
(doi: 10.1287/moor.2016.0813)
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