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Hamza Fawzi
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2020 – today
- 2024
- [j19]Oisin Faust, Hamza Fawzi:
Sum-of-Squares Proofs of Logarithmic Sobolev Inequalities on Finite Markov Chains. IEEE Trans. Inf. Theory 70(2): 803-819 (2024) - [j18]Kerry He, James Saunderson, Hamza Fawzi:
A Bregman Proximal Perspective on Classical and Quantum Blahut-Arimoto Algorithms. IEEE Trans. Inf. Theory 70(8): 5710-5730 (2024) - [i14]Kerry He, James Saunderson, Hamza Fawzi:
Exploiting Structure in Quantum Relative Entropy Programs. CoRR abs/2407.00241 (2024) - 2023
- [j17]Hamza Fawzi, Omar Fawzi, Samuel O. Scalet:
A subpolynomial-time algorithm for the free energy of one-dimensional quantum systems in the thermodynamic limit. Quantum 7: 1011 (2023) - [j16]Hamza Fawzi, James Saunderson:
Optimal Self-Concordant Barriers for Quantum Relative Entropies. SIAM J. Optim. 33(4): 2858-2884 (2023) - [c11]Oisin Faust, Hamza Fawzi, James Saunderson:
A Bregman Divergence View on the Difference-of-Convex Algorithm. AISTATS 2023: 3427-3439 - [c10]Hamza Fawzi, Omar Fawzi, Samuel O. Scalet:
A Subpolynomial-Time Algorithm for the Free Energy of One-Dimensional Quantum Systems in the Thermodynamic Limit. ITCS 2023: 49:1-49:6 - [i13]Oisin Faust, Hamza Fawzi:
Rational approximations of operator monotone and operator convex functions. CoRR abs/2305.12405 (2023) - [i12]Kerry He, James Saunderson, Hamza Fawzi:
A Mirror Descent Perspective on Classical and Quantum Blahut-Arimoto Algorithms. CoRR abs/2306.04492 (2023) - [i11]Kerry He, James Saunderson, Hamza Fawzi:
Efficient Computation of the Quantum Rate-Distortion Function. CoRR abs/2309.15919 (2023) - 2022
- [j15]Hamza Fawzi, João Gouveia, Pablo A. Parrilo, James Saunderson, Rekha R. Thomas:
Lifting for Simplicity: Concise Descriptions of Convex Sets. SIAM Rev. 64(4): 866-918 (2022) - [c9]Oisin Faust, Hamza Fawzi:
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis. ICML 2022: 6358-6372 - [c8]Oisin Faust, Hamza Fawzi:
Strong Data Processing Inequalities via Sums of Squares. ISIT 2022: 766-771 - 2021
- [j14]Hamza Fawzi:
On Polyhedral Approximations of the Positive Semidefinite Cone. Math. Oper. Res. 46(4): 1479-1489 (2021) - [j13]Kun Fang, Hamza Fawzi:
The sum-of-squares hierarchy on the sphere and applications in quantum information theory. Math. Program. 190(1): 331-360 (2021) - [j12]Hamza Fawzi, Omar Fawzi:
Defining quantum divergences via convex optimization. Quantum 5: 387 (2021) - [c7]Hamza Fawzi, Harry Goulbourne:
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods. NeurIPS 2021: 11397-11408
2010 – 2019
- 2019
- [j11]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Semidefinite Approximations of the Matrix Logarithm. Found. Comput. Math. 19(2): 259-296 (2019) - [j10]Hamza Fawzi:
On representing the positive semidefinite cone using the second-order cone. Math. Program. 175(1-2): 109-118 (2019) - [c6]Derek Driggs, Hamza Fawzi:
AnySOS: An anytime algorithm for SOS programming. CDC 2019: 3012-3017 - [c5]Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi:
Learning dynamic polynomial proofs. NeurIPS 2019: 4181-4190 - [i10]Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi:
Learning dynamic polynomial proofs. CoRR abs/1906.01681 (2019) - [i9]Kun Fang, Hamza Fawzi:
The sum-of-squares hierarchy on the sphere, and applications in quantum information theory. CoRR abs/1908.05155 (2019) - [i8]Kun Fang, Hamza Fawzi:
Geometric Rényi Divergence and its Applications in Quantum Channel Capacities. CoRR abs/1909.05758 (2019) - 2018
- [j9]Hamza Fawzi, Mohab Safey El Din:
A Lower Bound on the Positive Semidefinite Rank of Convex Bodies. SIAM J. Appl. Algebra Geom. 2(1): 126-139 (2018) - [c4]Alhussein Fawzi, Hamza Fawzi, Omar Fawzi:
Adversarial vulnerability for any classifier. NeurIPS 2018: 1186-1195 - [i7]Alhussein Fawzi, Hamza Fawzi, Omar Fawzi:
Adversarial vulnerability for any classifier. CoRR abs/1802.08686 (2018) - [i6]Hamza Fawzi:
On polyhedral approximations of the positive semidefinite cone. CoRR abs/1811.09649 (2018) - 2017
- [j8]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Equivariant Semidefinite Lifts of Regular Polygons. Math. Oper. Res. 42(2): 472-494 (2017) - [i5]Hamza Fawzi, Mohab Safey El Din:
A lower bound on the positive semidefinite rank of convex bodies. CoRR abs/1705.06996 (2017) - 2016
- [b1]Hamza Fawzi:
Power and limitations of convex formulations via linear and semidefinite programming lifts. Massachusetts Institute of Technology, Cambridge, USA, 2016 - [j7]Hamza Fawzi, Pablo A. Parrilo:
Self-scaled bounds for atomic cone ranks: applications to nonnegative rank and cp-rank. Math. Program. 158(1-2): 417-465 (2016) - [j6]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Sparse sums of squares on finite abelian groups and improved semidefinite lifts. Math. Program. 160(1-2): 149-191 (2016) - [j5]Hamza Fawzi, João Gouveia, Richard Z. Robinson:
Rational and real positive semidefinite rank can be different. Oper. Res. Lett. 44(1): 59-60 (2016) - 2015
- [j4]Hamza Fawzi, Pablo A. Parrilo:
Lower bounds on nonnegative rank via nonnegative nuclear norms. Math. Program. 153(1): 41-66 (2015) - [j3]Hamza Fawzi, João Gouveia, Pablo A. Parrilo, Richard Z. Robinson, Rekha R. Thomas:
Positive semidefinite rank. Math. Program. 153(1): 133-177 (2015) - [j2]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Equivariant Semidefinite Lifts and Sum-of-Squares Hierarchies. SIAM J. Optim. 25(4): 2212-2243 (2015) - [c3]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Sparse sum-of-squares certificates on finite abelian groups. CDC 2015: 5909-5914 - 2014
- [j1]Hamza Fawzi, Paulo Tabuada, Suhas N. Diggavi:
Secure Estimation and Control for Cyber-Physical Systems Under Adversarial Attacks. IEEE Trans. Autom. Control. 59(6): 1454-1467 (2014) - [i4]Hamza Fawzi, João Gouveia, Pablo A. Parrilo, Richard Z. Robinson, Rekha R. Thomas:
Positive semidefinite rank. CoRR abs/1407.4095 (2014) - [i3]Hamza Fawzi, James Saunderson, Pablo A. Parrilo:
Equivariant semidefinite lifts of regular polygons. CoRR abs/1409.4379 (2014) - 2013
- [i2]Hamza Fawzi, Pablo A. Parrilo:
Exponential lower bounds on fixed-size psd rank and semidefinite extension complexity. CoRR abs/1311.2571 (2013) - 2012
- [c2]Hamza Fawzi, Paulo Tabuada, Suhas N. Diggavi:
Security for control systems under sensor and actuator attacks. CDC 2012: 3412-3417 - [i1]Hamza Fawzi, Paulo Tabuada, Suhas N. Diggavi:
Secure estimation and control for cyber-physical systems under adversarial attacks. CoRR abs/1205.5073 (2012) - 2011
- [c1]Hamza Fawzi, Paulo Tabuada, Suhas N. Diggavi:
Secure state-estimation for dynamical systems under active adversaries. Allerton 2011: 337-344
Coauthor Index
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last updated on 2024-10-07 22:24 CEST by the dblp team
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