Hamza Fawzi
University of Cambridge
H-index: 18
Europe-United Kingdom
Top articles of Hamza Fawzi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Efficient Computation of the Quantum Rate-Distortion Function | Quantum | Kerry He James Saunderson Hamza Fawzi | 2024/4/9 |
Entropy constraints for ground energy optimization | Journal of Mathematical Physics | Hamza Fawzi Omar Fawzi Samuel O Scalet | 2024/3/1 |
A Bregman Divergence View on the Difference-of-Convex Algorithm | Oisin Faust Hamza Fawzi James Saunderson | 2023/4/11 | |
Sum-of-Squares proofs of logarithmic Sobolev inequalities on finite Markov chains | IEEE Transactions on Information Theory | Oisín Faust Hamza Fawzi | 2023/12/4 |
Certified algorithms for equilibrium states of local quantum Hamiltonians | arXiv preprint arXiv:2311.18706 | Hamza Fawzi Omar Fawzi Samuel O Scalet | 2023/11/30 |
A Mirror Descent Perspective on Classical and Quantum Blahut-Arimoto Algorithms | arXiv preprint arXiv:2306.04492 | Kerry He James Saunderson Hamza Fawzi | 2023/6/7 |
A subpolynomial-time algorithm for the free energy of one-dimensional quantum systems in the thermodynamic limit | Quantum | Hamza Fawzi Omar Fawzi Samuel O Scalet | 2023/5/22 |
Rational approximations of operator monotone and operator convex functions | arXiv preprint arXiv:2305.12405 | Oisín Faust Hamza Fawzi | 2023/5/21 |
Optimal self-concordant barriers for quantum relative entropies | SIAM Journal on Optimization | Hamza Fawzi James Saunderson | 2023/12/31 |
Lifting for simplicity: Concise descriptions of convex sets | SIAM Review | Hamza Fawzi Joao Gouveia Pablo A Parrilo James Saunderson Rekha R Thomas | 2022 |
Geometry and optimization in quantum information | Oberwolfach Reports | Hamza Fawzi Omar Fawzi Aram Harrow Monique Laurent | 2022/11/25 |
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis | Oisin Faust Hamza Fawzi | 2022/6/28 | |
Strong data processing inequalities via sums of squares | Oisín Faust Hamza Fawzi | 2022/6/26 | |
Semidefinite programming lower bounds on the squashed entanglement | arXiv preprint arXiv:2203.03394 | Hamza Fawzi Omar Fawzi | 2022/3/7 |
Device-independent lower bounds on the conditional von Neumann entropy | arXiv preprint arXiv:2106.13692 | Peter Brown Hamza Fawzi Omar Fawzi | 2021/6/25 |
Geometric Rényi divergence and its applications in quantum channel capacities | Communications in Mathematical Physics | Kun Fang Hamza Fawzi | 2021/6 |
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods | Advances in Neural Information Processing Systems | Hamza Fawzi Harry Goulbourne | 2021/12/6 |
New Rényi divergence families defined via convex optimization and their applications | Peter Brown Hamza Fawzi Omar Fawzi | 2021/2/1 | |
The sum-of-squares hierarchy on the sphere and applications in quantum information theory | Mathematical Programming | Kun Fang Hamza Fawzi | 2021/11 |
Defining quantum divergences via convex optimization | Quantum | Hamza Fawzi Omar Fawzi | 2021/1/26 |
Co-Authors
