Kyriakos Axiotis

34 papers A* 13A 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
DeepCrossAttention: Supercharging Transformer Residual Connections.
ICML
Mike Heddes, Adel Javanmard, Kyriakos Axiotis, Gang Fu, MohammadHossein Bateni, Vahab Mirrokni
2025 J jnl
DeepCrossAttention: Supercharging Transformer Residual Connections.
CoRR
Mike Heddes, Adel Javanmard, Kyriakos Axiotis, Gang Fu, MohammadHossein Bateni, Vahab Mirrokni
2024 A* conf
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond.
ICML
Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger, Sammy Jerome, Vahab Mirrokni, David Saulpic, David P. Woodruff, Michael Wunder
2024 J jnl
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond.
CoRR
Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger, Sammy Jerome, Vahab Mirrokni, David Saulpic, David P. Woodruff, Michael Wunder
2024 A* conf
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization.
NeurIPS
Taisuke Yasuda, Kyriakos Axiotis, Gang Fu, Mohammad Hossein Bateni, Vahab Mirrokni
2024 J jnl
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization.
CoRR
Taisuke Yasuda, Kyriakos Axiotis, Gang Fu, MohammadHossein Bateni, Vahab Mirrokni
2023 A* conf
Gradient Descent Converges Linearly for Logistic Regression on Separable Data.
ICML
Kyriakos Axiotis, Maxim Sviridenko
2023 J jnl
Gradient Descent Converges Linearly for Logistic Regression on Separable Data.
CoRR
Kyriakos Axiotis, Maxim Sviridenko
2023 J jnl
Greedy PIG: Adaptive Integrated Gradients.
CoRR
Kyriakos Axiotis, Sami Abu-El-Haija, Lin Chen, Matthew Fahrbach, Gang Fu
2023 J jnl
Performance of ๐“
CoRR
Kyriakos Axiotis, Taisuke Yasuda
2023 A conf
SubMix: Learning to Mix Graph Sampling Heuristics.
UAI
Sami Abu-El-Haija, Joshua V. Dillon, Bahare Fatemi, Kyriakos Axiotis, Neslihan Bulut, Johannes Gasteiger, Bryan Perozzi, MohammadHossein Bateni
2022 โ€” โ€”
Flows, Submodularity, Sparsity, and Beyond: Continuous Optimization Insights for Discrete Problems
Kyriakos Axiotis
2022 A* conf
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime.
ICML
Kyriakos Axiotis, Maxim Sviridenko
2022 J jnl
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime.
CoRR
Kyriakos Axiotis, Maxim Sviridenko
2021 A* conf
Decomposable Submodular Function Minimization via Maximum Flow.
ICML
Kyriakos Axiotis, Adam Karczmarz, Anish Mukherjee, Piotr Sankowski, Adrian Vladu
2021 J jnl
Decomposable Submodular Function Minimization via Maximum Flow.
CoRR
Kyriakos Axiotis, Adam Karczmarz, Anish Mukherjee, Piotr Sankowski, Adrian Vladu
2021 โ€” conf
Fast and Simple Modular Subset Sum.
SOSA
Kyriakos Axiotis, Arturs Backurs, Karl Bringmann, Ce Jin, Vasileios Nakos, Christos Tzamos, Hongxun Wu
2021 A* conf
Faster Sparse Minimum Cost Flow by Electrical Flow Localization.
FOCS
Kyriakos Axiotis, Aleksander Madry, Adrian Vladu
2021 J jnl
Faster Sparse Minimum Cost Flow by Electrical Flow Localization.
CoRR
Kyriakos Axiotis, Aleksander Madry, Adrian Vladu
2021 A* conf
Local Search Algorithms for Rank-Constrained Convex Optimization.
ICLR
Kyriakos Axiotis, Maxim Sviridenko
2021 J jnl
Local Search Algorithms for Rank-Constrained Convex Optimization.
CoRR
Kyriakos Axiotis, Maxim Sviridenko
2021 J jnl
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding.
J. Mach. Learn. Res.
Kyriakos Axiotis, Maxim Sviridenko
2020 A* conf
Circulation Control for Faster Minimum Cost Flow in Unit-Capacity Graphs.
FOCS
Kyriakos Axiotis, Aleksander Madry, Adrian Vladu
2020 J jnl
Circulation Control for Faster Minimum Cost Flow in Unit-Capacity Graphs.
CoRR
Kyriakos Axiotis, Aleksander Madry, Adrian Vladu
2020 J jnl
Fast and Simple Modular Subset Sum.
CoRR
Kyriakos Axiotis, Arturs Backurs, Karl Bringmann, Ce Jin, Vasileios Nakos, Christos Tzamos, Hongxun Wu
2020 A* conf
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding.
ICML
Kyriakos Axiotis, Maxim Sviridenko
2020 J jnl
Sparse Convex Optimization via Adaptively Regularized Hard Thresholding.
CoRR
Kyriakos Axiotis, Maxim Sviridenko
2019 A* conf
Capacitated Dynamic Programming: Faster Knapsack and Graph Algorithms.
ICALP
Kyriakos Axiotis, Christos Tzamos
2019 A* conf
Fast Modular Subset Sum using Linear Sketching.
SODA
Kyriakos Axiotis, Arturs Backurs, Ce Jin, Christos Tzamos, Hongxun Wu
2018 J jnl
Capacitated Dynamic Programming: Faster Knapsack and Graph Algorithms.
CoRR
Kyriakos Axiotis, Christos Tzamos
2018 J jnl
Fast Modular Subset Sum using Linear Sketching.
CoRR
Kyriakos Axiotis, Arturs Backurs, Christos Tzamos
2016 A* conf
On the Size and the Approximability of Minimum Temporally Connected Subgraphs.
ICALP
Kyriakos Axiotis, Dimitris Fotakis
2016 J jnl
On the Size and the Approximability of Minimum Temporally Connected Subgraphs.
CoRR
Kyriakos Axiotis, Dimitris Fotakis
2012 โ€” conf
Test Set Embedding into Low-Power BIST Sequences Using Maximum Bipartite Matching.
Panhellenic Conference on Informatics
Ioannis Voyiatzis, Kyriakos Axiotis, Nikolaos S. Papaspyrou, Hera Antonopoulou, Costas Efstathiou