2024 "approximation algorithms" Papers

16 papers found

A Dynamic Algorithm for Weighted Submodular Cover Problem

Kiarash Banihashem, Samira Goudarzi, MohammadTaghi Hajiaghayi et al.

ICML 2024poster

A Near-Linear Time Approximation Algorithm for Beyond-Worst-Case Graph Clustering

Vincent Cohen-Addad, Tommaso d'Orsi, Aida Mousavifar

ICML 2024poster

Approximate Integer Solution Counts over Linear Arithmetic Constraints

Cunjing Ge

AAAI 2024paperarXiv:2312.08776
5
citations

Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS

Amir Azarmehr, Soheil Behnezhad, Mohammad Roghani

ICML 2024poster

COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

Hao Tian, Sourav Medya, Wei Ye

AAAI 2024paperarXiv:2312.09086
5
citations

Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better

Vicente Balmaseda, Ying Xu, Yixin Cao et al.

ICML 2024poster

Consistent Submodular Maximization

PAUL DUETTING, Federico Fusco, Silvio Lattanzi et al.

ICML 2024poster

Cost Minimization for Equilibrium Transition

Haoqiang Huang, Zihe Wang, Zhide Wei et al.

AAAI 2024paperarXiv:2312.07603
2
citations

Dynamic Correlation Clustering in Sublinear Update Time

Vincent Cohen-Addad, Silvio Lattanzi, Andreas Maggiori et al.

ICML 2024spotlight

Dynamic Facility Location in High Dimensional Euclidean Spaces

Sayan Bhattacharya, Gramoz Goranci, Shaofeng Jiang et al.

ICML 2024spotlight

Envy-Free House Allocation under Uncertain Preferences

Haris Aziz, Isaiah Iliffe, Bo Li et al.

AAAI 2024paperarXiv:2312.11286
5
citations

Faster Streaming and Scalable Algorithms for Finding Directed Dense Subgraphs in Large Graphs

Slobodan Mitrovic, Theodore Pan

ICML 2024poster

Improved Metric Distortion via Threshold Approvals

Elliot Anshelevich, Aris Filos-Ratsikas, Christopher Jerrett et al.

AAAI 2024paperarXiv:2305.14024
8
citations

Near-Linear Time Approximation Algorithms for k-means with Outliers

Junyu Huang, Qilong Feng, Ziyun Huang et al.

ICML 2024poster

Optimally Improving Cooperative Learning in a Social Setting

Shahrzad Haddadan, Cheng Xin, Jie Gao

ICML 2024poster

Parsimonious Learning-Augmented Approximations for Dense Instances of $\mathcal{NP}$-hard Problems

Evripidis Bampis, Bruno Escoffier, Michalis Xefteris

ICML 2024poster