HR job title
- Assistant Professor
- Contact Info
- ORCiD
- 0000-0002-0117-3304
Veldt, Nate Assistant Professor
Positions
- Assistant Professor, Computer Science and Engineering, College of Engineering
- Overview
- Publications
- Teaching
- Contact
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Overview
Publications
selected publications
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academic article
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2023).
Combinatorial characterizations and impossibilities for higher-order homophily. Science Advances.
9(1), eabq3200.
-
Benson, A. R., Veldt, N., & Gleich, D. F.
(2022).
Fauci-Email: A JSON Digest of Anthony Faucis Released Emails. 16, 1208-1217.
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2022).
Hypergraph Cuts with General Splitting Functions. SIAM Review.
64(3), 650-685.
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Chodrow, P. S., Veldt, N., & Benson, A. R.
(2021).
Generative hypergraph clustering: From blockmodels to modularity. Science Advances.
7(28), eabh1303.
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Veldt, N., Gleich, D. F., Wirth, A., & Saunderson, J.
(2019).
Metric-Constrained Optimization for Graph Clustering Algorithms. SIAM Journal on Mathematics of Data Science.
1(2), 333-355.
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2023).
Combinatorial characterizations and impossibilities for higher-order homophily. Science Advances.
9(1), eabq3200.
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conference paper
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Huang, Y., Gleich, D. F., & Veldt, N.
(2024).
Densest Subhypergraph: Negative Supermodular Functions and Strongly Localized Methods. 881-892.
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Crane, A., Lavallee, B., Sullivan, B. D., & Veldt, N.
(2024).
Overlapping and Robust Edge-Colored Clustering in Hypergraphs. 143-151.
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Bengali, V., & Veldt, N.
(2023).
Faster Approximation Algorithms for Parameterized Graph Clustering and Edge Labeling. 78-87.
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Piercey, P., Pearce, R., & Veldt, N.
(2023).
Coordinated Botnet Detection in Social Networks via Clustering Analysis. 192-196.
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Veldt, N.
(2023).
Cut-matching Games for Generalized Hypergraph Ratio Cuts. 694-704.
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Liu, M., Veldt, N., Song, H., Li, P., & Gleich, D. F.
(2021).
Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning. 2092-2103.
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2021).
The Generalized Mean Densest Subgraph Problem. 1604-1614.
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Amburg, I., Veldt, N., & Benson, A.
(2020).
Clustering in graphs and hypergraphs with categorical edge labels. 706-717.
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2020).
Minimizing Localized Ratio Cut Objectives in Hypergraphs. 1708-1718.
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Veldt, N., Wirth, A., & Gleich, D. F.
(2020).
Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs. 1868-1876.
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Veldt, N., Gleich, D., & Wirth, A.
(2019).
Learning Resolution Parameters for Graph Clustering. 1909-1919.
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Veldt, N., Gleich, D. F., & Wirth, A.
(2018).
A Correlation Clustering Framework for Community Detection. 439-448.
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Nassar, H., Veldt, N., Mohammadi, S., Grama, A., & Gleich, D. F.
(2018).
Low Rank Spectral Network Alignment. 619-628.
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Veldt, N., Wirth, A. I., & Gleich, D. F.
(2017).
Correlation Clustering with Low-Rank Matrices. 1025-1034.
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Huang, Y., Gleich, D. F., & Veldt, N.
(2024).
Densest Subhypergraph: Negative Supermodular Functions and Strongly Localized Methods. 881-892.
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institutional repository document
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Veldt, N.
(2022).
Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs
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Veldt, N.
(2022).
Growing a Random Maximal Independent Set Produces a 2-approximate Vertex Cover
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2021).
Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2021).
Combinatorial Characterizations and Impossibilities for Higher-order Homophily
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Veldt, N.
(2021).
Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds
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Chodrow, P. S., Veldt, N., & Benson, A. R.
(2021).
Generative hypergraph clustering: from blockmodels to modularity
-
Veldt, N., Benson, A. R., & Kleinberg, J.
(2021).
The Generalized Mean Densest Subgraph Problem
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Benson, A. R., Veldt, N., & Gleich, D. F.
(2021).
fauci-email: a json digest of Anthony Fauci's released emails
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Benson, A. R., Kleinberg, J., & Veldt, N.
(2020).
Augmented Sparsifiers for Generalized Hypergraph Cuts with Applications to Decomposable Submodular Function Minimization
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Amburg, I., Veldt, N., & Benson, A. R.
(2020).
Hypergraph Clustering for Finding Diverse and Experienced Groups
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Veldt, N., Benson, A. R., & Kleinberg, J.
(2020).
Hypergraph Cuts with General Splitting Functions
-
Veldt, N., Benson, A. R., & Kleinberg, J.
(2020).
Minimizing Localized Ratio Cut Objectives in Hypergraphs
-
Veldt, N., Wirth, A., & Gleich, D. F.
(2020).
Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs
-
Liu, M., Veldt, N., Song, H., Li, P., & Gleich, D. F.
(2020).
Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning
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Ruggles, C., Veldt, N., & Gleich, D. F.
(2019).
A Parallel Projection Method for Metric Constrained Optimization
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Amburg, I., Veldt, N., & Benson, A. R.
(2019).
Clustering in graphs and hypergraphs with categorical edge labels
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Gan, J., Gleich, D. F., Veldt, N., Wirth, A., & Zhang, X.
(2019).
Graph Clustering in All Parameter Regimes
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Veldt, N., Gleich, D. F., & Wirth, A.
(2019).
Learning Resolution Parameters for Graph Clustering
-
Veldt, N., Gleich, D., Wirth, A., & Saunderson, J.
(2018).
A Projection Method for Metric-Constrained Optimization
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Gleich, D. F., Veldt, N., & Wirth, A.
(2018).
Correlation Clustering Generalized
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Veldt, N., Klymko, C., & Gleich, D.
(2018).
Flow-Based Local Graph Clustering with Better Seed Set Inclusion
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Veldt, N., Gleich, D., & Wirth, A.
(2017).
Unifying Sparsest Cut, Cluster Deletion, and Modularity Clustering Objectives with Correlation Clustering
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Veldt, N., Gleich, D. F., & Mahoney, M. W.
(2016).
A Simple and Strongly-Local Flow-Based Method for Cut Improvement
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Veldt, N., Wirth, A., & Gleich, D. F.
(2016).
Correlation Clustering with Low-Rank Matrices
-
Veldt, N.
(2022).
Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs
Teaching
teaching activities
- CSCE411 Design Analy Algorithms Instructor
- CSCE491 Hnr-research Instructor
- CSCE653 Comp Meth Appl Sci Instructor
- CSCE685 Directed Studies Instructor
- CSCE689 Sptp: Adv Graph Algs Instructor
- CSCE689 Sptp: Graph_mining_alg Instructor
- CSCE691 Research Instructor
Contact
first name
- Nate
has last name
- Veldt
Other
In the News
- A Group Effort News Release
- nveldt@tamu.edu