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Kimon Fountoulakis
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2020 – today
- 2024
- [c12]Artur Back de Luca, Kimon Fountoulakis, Shenghao Yang:
Local Graph Clustering with Noisy Labels. ICLR 2024 - [c11]Artur Back de Luca, Kimon Fountoulakis:
Simulation of Graph Algorithms with Looped Transformers. ICML 2024 - [i25]Artur Back de Luca, Kimon Fountoulakis:
Simulation of Graph Algorithms with Looped Transformers. CoRR abs/2402.01107 (2024) - [i24]Robert Wang, Aseem Baranwal
, Kimon Fountoulakis:
Analysis of Corrected Graph Convolutions. CoRR abs/2405.13987 (2024) - [i23]Artur Back de Luca, George Giapitzakis, Shenghao Yang, Petar Velickovic, Kimon Fountoulakis:
Positional Attention: Out-of-Distribution Generalization and Expressivity for Neural Algorithmic Reasoning. CoRR abs/2410.01686 (2024) - 2023
- [j15]Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal
Graph Attention Retrospective. J. Mach. Learn. Res. 24: 246:1-246:52 (2023) - [j14]Kimon Fountoulakis, Meng Liu
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance. SIAM Rev. 65(1): 59-143 (2023) - [c10]Aseem Baranwal
Effects of Graph Convolutions in Multi-layer Networks. ICLR 2023 - [c9]Shenghao Yang, Kimon Fountoulakis:
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees. ICML 2023: 39252-39276 - [c8]Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath:
Optimality of Message-Passing Architectures for Sparse Graphs. NeurIPS 2023 - [i22]Shenghao Yang, Kimon Fountoulakis:
Weighted flow diffusion for local graph clustering with node attributes: an algorithm and statistical guarantees. CoRR abs/2301.13187 (2023) - [i21]Aseem Baranwal, Aukosh Jagannath, Kimon Fountoulakis:
Optimality of Message-Passing Architectures for Sparse Graphs. CoRR abs/2305.10391 (2023) - [i20]Artur Back de Luca, Kimon Fountoulakis, Shenghao Yang:
Local Graph Clustering with Noisy Labels. CoRR abs/2310.08031 (2023) - 2022
- [i19]Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal, Aukosh Jagannath:
Graph Attention Retrospective. CoRR abs/2202.13060 (2022) - [i18]Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath:
Effects of Graph Convolutions in Deep Networks. CoRR abs/2204.09297 (2022) - [i17]Kimon Fountoulakis, Dake He, Silvio Lattanzi, Bryan Perozzi, Anton Tsitsulin, Shenghao Yang:
On Classification Thresholds for Graph Attention with Edge Features. CoRR abs/2210.10014 (2022) - 2021
- [j13]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. J. Mach. Learn. Res. 22: 148:1-148:54 (2021) - [j12]Shenghao Yang
Targeted pandemic containment through identifying local contact network bottlenecks. PLoS Comput. Biol. 17(8) (2021) - [j11]Swapnil Das, James Demmel, Kimon Fountoulakis, Laura Grigori, Michael W. Mahoney, Shenghao Yang
Parallel and Communication Avoiding Least Angle Regression. SIAM J. Sci. Comput. 43(2): C154-C176 (2021) - [c7]Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath:
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization. ICML 2021: 684-693 - [c6]Kimon Fountoulakis, Pan Li, Shenghao Yang:
Local Hyper-Flow Diffusion. NeurIPS 2021: 27683-27694 - [i16]Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath:
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization. CoRR abs/2102.06966 (2021) - [i15]Kimon Fountoulakis, Pan Li, Shenghao Yang:
Local Hyper-flow Diffusion. CoRR abs/2102.07945 (2021) - 2020
- [c5]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. AISTATS 2020: 2687-2697 - [c4]Kimon Fountoulakis, Di Wang, Shenghao Yang:
p-Norm Flow Diffusion for Local Graph Clustering. ICML 2020: 3222-3232 - [i14]Kimon Fountoulakis, Meng Liu, David F. Gleich, Michael W. Mahoney:
Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance. CoRR abs/2004.09608 (2020) - [i13]Shenghao Yang, Di Wang, Kimon Fountoulakis:
p-Norm Flow Diffusion for Local Graph Clustering. CoRR abs/2005.09810 (2020) - [i12]Shenghao Yang, Priyabrata Senapati, Di Wang, Chris T. Bauch, Kimon Fountoulakis:
Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks. CoRR abs/2006.06939 (2020)
2010 – 2019
- 2019
- [j10]Kimon Fountoulakis, Farbod Roosta-Khorasani, Julian Shun, Xiang Cheng, Michael W. Mahoney:
Variational perspective on local graph clustering. Math. Program. 174(1-2): 553-573 (2019) - [j9]Aditya Devarakonda
Avoiding Communication in Primal and Dual Block Coordinate Descent Methods. SIAM J. Sci. Comput. 41(1): C1-C27 (2019) - [i11]Swapnil Das, Jim Demmel, Kimon Fountoulakis, Laura Grigori, Michael W. Mahoney:
Parallel and Communication Avoiding Least Angle Regression. CoRR abs/1905.11340 (2019) - [i10]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. CoRR abs/1906.04863 (2019) - 2018
- [j8]Kimon Fountoulakis, Rachael Tappenden:
A flexible coordinate descent method. Comput. Optim. Appl. 70(2): 351-394 (2018) - [c3]Aditya Devarakonda
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. IPDPS 2018: 409-418 - [c2]Evgheniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney:
LASAGNE: Locality and Structure Aware Graph Node Embedding. WI 2018: 246-253 - [i9]Kimon Fountoulakis, David F. Gleich, Michael W. Mahoney:
A Short Introduction to Local Graph Clustering Methods and Software. CoRR abs/1810.07324 (2018) - 2017
- [j7]Kimon Fountoulakis, David F. Gleich
An Optimization Approach to Locally-Biased Graph Algorithms. Proc. IEEE 105(2): 256-272 (2017) - [j6]Kimon Fountoulakis, Abhisek Kundu, Eugenia-Maria Kontopoulou, Petros Drineas
A Randomized Rounding Algorithm for Sparse PCA. ACM Trans. Knowl. Discov. Data 11(3): 38:1-38:26 (2017) - [c1]Di Wang, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao:
Capacity Releasing Diffusion for Speed and Locality. ICML 2017: 3598-3607 - [i8]Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov:
Social Discrete Choice Models. CoRR abs/1703.07520 (2017) - [i7]Di Wang, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao:
Capacity Releasing Diffusion for Speed and Locality. CoRR abs/1706.05826 (2017) - [i6]Evgheniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney:
LASAGNE: Locality And Structure Aware Graph Node Embedding. CoRR abs/1710.06520 (2017) - [i5]Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney:
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. CoRR abs/1712.06047 (2017) - 2016
- [j5]Kimon Fountoulakis, Jacek Gondzio
Performance of first- and second-order methods for \(\ell _1\) -regularized least squares problems. Comput. Optim. Appl. 65(3): 605-635 (2016) - [j4]Kimon Fountoulakis, Jacek Gondzio
A second-order method for strongly convex ℓ 1 -regularization problems. Math. Program. 156(1-2): 189-219 (2016) - [j3]Julian Shun, Farbod Roosta-Khorasani, Kimon Fountoulakis, Michael W. Mahoney:
Parallel Local Graph Clustering. Proc. VLDB Endow. 9(12): 1041-1052 (2016) - [i4]Julian Shun, Farbod Roosta-Khorasani, Kimon Fountoulakis, Michael W. Mahoney:
Parallel Local Graph Clustering. CoRR abs/1604.07515 (2016) - [i3]Kimon Fountoulakis, David F. Gleich, Michael W. Mahoney:
An optimization approach to locally-biased graph algorithms. CoRR abs/1607.04940 (2016) - [i2]Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney:
Avoiding communication in primal and dual block coordinate descent methods. CoRR abs/1612.04003 (2016) - 2015
- [j2]Ioannis K. Dassios, Kimon Fountoulakis, Jacek Gondzio
A Preconditioner for A Primal-Dual Newton Conjugate Gradient Method for Compressed Sensing Problems. SIAM J. Sci. Comput. 37(6) (2015) - [i1]Petros Drineas, Kimon Fountoulakis, Abhisek Kundu:
A Randomized Rounding Algorithm for Sparse PCA. CoRR abs/1508.03337 (2015) - 2014
- [j1]Kimon Fountoulakis, Jacek Gondzio
Matrix-free interior point method for compressed sensing problems. Math. Program. Comput. 6(1): 1-31 (2014)
Coauthor Index
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