Carlos Miguel Patiño

According to our database, Carlos Miguel Patiño authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

Natively Trainable Sparse Attention for Hierarchical Point Cloud Datasets.

Nicolas Lapautre, Maria Marchenko, Carlos Miguel Patiño, Xin Zhou

CoRR, August, 2025

Reproducibility Study of "Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation".

Jose L. Garcia, Karolina Hajkova, Maria Marchenko, Carlos Miguel Patiño

Trans. Mach. Learn. Res., 2025

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification.

Santiago Cortes-Gomez, Carlos Miguel Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Decision-Focused Uncertainty Quantification.

Santiago Cortes-Gomez, Carlos Miguel Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder

CoRR, 2024

Statistical Inference Under Constrained Selection Bias.

Santiago Cortes-Gomez, Mateo Dulce Rubio, Carlos Miguel Patiño, Bryan Wilder

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2020

Leveraging User Embeddings and Text to Improve CTR Predictions With Deep Recommender Systems.

Carlos Miguel Patiño, Camilo Velásquez, Juan Manuel Muñoz, Juan Manuel Gutiérrez, David Ricardo Valencia, Cristian Bartolome Aramburu

Proceedings of the RecSys Challenge '20: Proceedings of the Recommender Systems Challenge 2020, 2020