Hamza Fawzi
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)
🌈
Renaissance Researcher
(5)
🐣
Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
convex optimization
(2)
non-convex optimization
(1)
parallel computing
(1)
bregman divergence
(1)
eigenvalue decomposition
(1)
matrix optimization
(1)
linear programming
(1)
linear convergence
(1)
condition number
(1)
generative model
(1)
convergence rate
(1)
proximal algorithm
(1)
inductive bia
(1)
adversarial perturbation
(1)
proof search
(1)
classifier robustness
(1)
douglas-rachford splitting
(1)
difference of convex
(1)
friedrichs angle
(1)
adversarial transfer
(1)
Papers
A Bregman Divergence View on the Difference-of-Convex Algorithm
AISTATS 2023
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis
ICML 2022
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods
NIPS 2021
Learning dynamic polynomial proofs
NIPS 2019
Adversarial vulnerability for any classifier
NIPS 2018