Rajmonda Sulo Caceres

According to our database, Rajmonda Sulo Caceres authored at least 33 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards Robustness to Natural Variations and Distribution Shift (Student Abstract).

Josué Martínez-Martínez, Olivia Brown, Rajmonda Caceres

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

GRASP: Accelerating Shortest Path Attacks via Graph Attention.

Zohair Shafi, Benjamin A. Miller, Ayan Chatterjee, Tina Eliassi-Rad, Rajmonda Sulo Caceres

CoRR, 2023

Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks.

Zohair Shafi, Benjamin A. Miller, Tina Eliassi-Rad, Rajmonda Sulo Caceres

CoRR, 2023

Network Design Through Graph Neural Networks: Identifying Challenges and Improving Performance.

Donald Loveland, Rajmonda Caceres

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

Probabilistic program inference in network-based epidemiological simulations.

Niklas Smedemark-Margulies, Robin Walters, Heiko Zimmermann, Lucas Laird, Christian van der Loo, Neela Kaushik, Rajmonda Caceres, Jan-Willem van de Meent

PLoS Comput. Biol., November, 2022

Antibody Representation Learning for Drug Discovery.

Lin Li, Esther Gupta, John Spaeth, Leslie Shing, Tristan Bepler, Rajmonda Sulo Caceres

CoRR, 2022

System Analysis for Responsible Design of Modern AI/ML Systems.

Virginia H. Goodwin, Rajmonda Sulo Caceres

CoRR, 2022

Artificial intelligence for synthetic biology.

Mohammed Eslami, Aaron Adler, Rajmonda Sulo Caceres, Joshua G. Dunn, Nancy Kelley-Loughnane, Vanessa A. Varaljay, Héctor García Martín

Commun. ACM, 2022

2021

Selective network discovery via deep reinforcement learning on embedded spaces.

Peter Morales, Rajmonda Sulo Caceres, Tina Eliassi-Rad

Appl. Netw. Sci., 2021

2019

Incompleteness in Networks: Biases, Skewed Results, and Some Solutions.

Tina Eliassi-Rad, Rajmonda Sulo Caceres, Timothy LaRock

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Deep Reinforcement Learning for Task-Driven Discovery of Incomplete Networks.

Peter Morales, Rajmonda Sulo Caceres, Tina Eliassi-Rad

Proceedings of the Complex Networks and Their Applications VIII, 2019

2017

Consistent Alignment of Word Embedding Models.

Cem Safak Sahin, Rajmonda Sulo Caceres, Brandon Oselio, William M. Campbell

CoRR, 2017

Graph Model Selection via Random Walks.

Lin Li, William M. Campbell, Rajmonda Sulo Caceres

CoRR, 2017

A supervised approach to time scale detection in dynamic networks.

Benjamin Fish, Rajmonda Sulo Caceres

CoRR, 2017

Challenges and Solutions with Alignment and Enrichment of Word Embedding Models.

Cem Safak Sahin, Rajmonda Sulo Caceres, Brandon Oselio, William M. Campbell

Proceedings of the Natural Language Processing and Information Systems, 2017

Network discovery using content and homophily.

Steven Thomas Smith, Rajmonda Sulo Caceres, Kenneth D. Senne, Molly McMahon, Timothy Greer

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Current and Future Challenges in Mining Large Networks: Report on the Second SDM Workshop on Mining Networks and Graphs.

Lawrence B. Holder, Rajmonda Sulo Caceres, David F. Gleich, E. Jason Riedy, Maleq Khan, Nitesh V. Chawla, Ravi Kumar, Yinghui Wu, Christine Klymko, Tina Eliassi-Rad, B. Aditya Prakash

SIGKDD Explor., 2016

Detectability of small communities in multilayer and temporal networks: Eigenvector localization, layer aggregation, and time series discretization.

Dane Taylor, Rajmonda Sulo Caceres, Peter J. Mucha

CoRR, 2016

Model Selection Framework for Graph-based data.

Rajmonda Sulo Caceres, Leah Weiner, Matthew C. Schmidt, Benjamin A. Miller, William M. Campbell

CoRR, 2016

A Reverse Approach to Named Entity Extraction and Linking in Microposts.

Kara Greenfield, Rajmonda Sulo Caceres, Michael Coury, Kelly Geyer, Youngjune Gwon, Jason Matterer, Alyssa C. Mensch, Cem Safak Sahin, Olga Simek

Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

Intersection and convex combination in multi-source spectral planted cluster detection.

Benjamin A. Miller, Rajmonda Sulo Caceres, Steven Thomas Smith

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Handling Oversampling in Dynamic Networks Using Link Prediction.

Benjamin Fish, Rajmonda Sulo Caceres

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Control of epidemics on graphs.

Christopher Ho, Mykel J. Kochenderfer, Vineet Mehta, Rajmonda Sulo Caceres

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Improved hidden clique detection by optimal linear fusion of multiple adjacency matrices.

Himanshu Nayar, Benjamin A. Miller, Kelly Geyer, Rajmonda Sulo Caceres, Steven Thomas Smith, Raj Rao Nadakuditi

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Residuals-based subgraph detection with cue vertices.

Benjamin A. Miller, Stephen Kelley, Rajmonda Sulo Caceres, Steven Thomas Smith

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Locally Boosted Graph Aggregation for Community Detection.

Jeremy Kun, Rajmonda Caceres, Kevin Carter

CoRR, 2014

A Boosting Approach to Learning Graph Representations.

Rajmonda Caceres, Kevin Carter, Jeremy Kun

CoRR, 2014

Latent community discovery through enterprise user search query modeling.

Kevin M. Carter, Rajmonda Sulo Caceres, Ben Priest

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Evaluating topic quality using model clustering.

Vineet Mehta, Rajmonda Sulo Caceres, Kevin M. Carter

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2011

Temporal Scale of Processes in Dynamic Networks.

Rajmonda Sulo Caceres, Tanya Y. Berger-Wolf, Robert Grossman

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Meaningful selection of temporal resolution for dynamic networks.

Rajmonda Sulo Caceres, Tanya Y. Berger-Wolf, Robert Grossman

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

2008

The Impact of Structural Changes on Predictions of Diffusion in Networks.

Mayank Lahiri, Arun S. Maiya, Rajmonda Sulo Caceres, Habiba, Tanya Y. Berger-Wolf

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Discovering Emergent Behavior from Network Packet Data.

Robert L. Grossman, Michal Sabala, Yunhong Gu, Anushka Anand, Matt Handley, Rajmonda Sulo Caceres, Lee Wilkinson

Proceedings of the Next Generation of Data Mining., 2008