Cassiano Becker

According to our database, Cassiano Becker authored at least 10 papers between 2013 and 2025.

Collaborative distances:

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

2025

Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting.

Emmanuel Aboah Boateng, Cassiano O. Becker, Nabiha Asghar, Kabir Walia, Ashwin Srinivasan, Ehi Nosakhare, Soundar Srinivasan, Victor Dibia

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Node Similarities under Random Projections: Limits and Pathological Cases.

Tvrtko Tadic, Cassiano O. Becker, Jennifer Neville

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Rethinking Node Representation Interpretation through Relation Coherence.

Ying-Chun Lin, Jennifer Neville, Cassiano Becker, Purvanshi Metha, Nabiha Asghar, Vipul Agarwal

CoRR, 2024

2020

Network Design for Controllability Metrics.

Cassiano O. Becker, Sérgio Pequito, George J. Pappas, Victor M. Preciado

IEEE Trans. Control. Netw. Syst., 2020

2019

Data-driven Stabilization of Nonlinear Systems via Tree-Based Ensemble Learning.

Alp Aydinoglu, Cassiano O. Becker, Victor M. Preciado

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Variational Inference for Linear Systems with Latent Parameter Space.

Cassiano O. Becker, Victor M. Preciado

Proceedings of the 2019 American Control Conference, 2019

2018

Identification of State-space Linear Time-varying Systems with Sum-of-norms Regularization.

Cassiano O. Becker, Victor M. Preciado

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Blind subspace system identification with Riemannian optimization.

Cassiano O. Becker, Victor M. Preciado

Proceedings of the 2017 American Control Conference, 2017

2016

Approximation of network linear operators using similarity shift filters.

Cassiano O. Becker, Sérgio Daniel Pequito, George J. Pappas, Victor M. Preciado

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

2013

Gradient Hyper-parameter Optimization for Manifold Regularization.

Cassiano O. Becker, Paulo A. V. Ferreira

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013