Kyriakos Axiotis
10 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (11) π Interdisciplinary Bridge π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Century Club
(10)
π₯
Unstoppable
(6)
Conferences
ICML (6)
ICLR (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
compressed sensing
(3)
iterative hard thresholding
(3)
combinatorial optimization
(2)
restricted condition number
(2)
sparse convex optimization
(2)
representation learning
(1)
convex optimization
(1)
logistic regression
(1)
sparse logistic regression
(1)
dynamic regret
(1)
discrete optimization
(1)
gradient descent
(1)
sparse optimization
(1)
adaptive regularization
(1)
generative framework
(1)
restricted isometry property
(1)
maximum flow
(1)
parametric optimization
(1)
linear convergence
(1)
condition number
(1)
Papers
DeepCrossAttention: Supercharging Transformer Residual Connections
ICML 2025
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
ICML 2024
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
NIPS 2024
SubMix: Learning to Mix Graph Sampling Heuristics
UAI 2023
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
ICML 2023
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime
ICML 2022
Local Search Algorithms for Rank-Constrained Convex Optimization
ICLR 2021
Decomposable Submodular Function Minimization via Maximum Flow
ICML 2021
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding
JMLR 2021
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding
ICML 2020