Emiliano Penaloza

According to our database, Emiliano Penaloza authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Privileged Information Distillation for Language Models.

Emiliano Penaloza, Dheeraj Vattikonda, Nicolas Gontier, Alexandre Lacoste, Laurent Charlin, Massimo Caccia

CoRR, February, 2026

Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization.

Linfeng Du, Ye Yuan, Zichen Zhao, Fuyuan Lyu, Emiliano Penaloza, Xiuying Chen, Zipeng Sun, Jikun Kang, Laurent Charlin, Xue Liu, Haolun Wu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

How to Train Your LLM Web Agent: A Statistical Diagnosis.

Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza, Hadi Nekoei, Megh Thakkar, Thibault Le Sellier de Chezelles, Nicolas Gontier, Miguel Muñoz-Mármol, Sahar Omidi Shayegan, Stefania Raimondo, Xue Liu, Alexandre Drouin, Laurent Charlin, Alexandre Piché, Alexandre Lacoste, Massimo Caccia

CoRR, July, 2025

TEARS: Text Representations for Scrutable Recommendations.

Emiliano Penaloza, Olivier Gouvert, Haolun Wu, Laurent Charlin

Proceedings of the ACM on Web Conference 2025, 2025

Audio Prototypical Network for Controllable Music Recommendation.

Firat Öncel, Emiliano Penaloza, Haolun Wu, Shubham Gupta, Mirco Ravanelli, Laurent Charlin, Cem Subakan

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization.

Emiliano Penaloza, Tianyue H. Zhang, Laurent Charlin, Mateo Espinosa Zarlenga

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

TEARS: Textual Representations for Scrutable Recommendations.

Emiliano Penaloza, Olivier Gouvert, Haolun Wu, Laurent Charlin

CoRR, 2024

Changepoint Detection in Highly-Attributed Dynamic Graphs.

Emiliano Penaloza, Nathaniel T. Stevens

CoRR, 2024

INFLECT-DGNN: Influencer Prediction With Dynamic Graph Neural Networks.

Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Bart Baesens, Monique Snoeck, Cristián Bravo

IEEE Access, 2024

2022

Influencer Detection with Dynamic Graph Neural Networks.

Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Hernán García, Alejandro Correa Bahnsen, Bart Baesens, Monique Snoeck, Cristián Bravo

CoRR, 2022