Implications of Quantum Computing for Artificial Intelligence alignment research. - Jaime Sevilla; Pablo Moreno (CoRR, 2019)

Explaining data using causal Bayesian networks. - Jaime Sevilla (NL4XAI@INGL, 2020)

Forecasting timelines of quantum computing. - Jaime Sevilla; C. Jess Riedel (CoRR, 2020)

Finding, Scoring and Explaining Arguments in Bayesian Networks. - Jaime Sevilla (CoRR, 2021)

Compute Trends Across Three Eras of Machine Learning. - Jaime Sevilla; Lennart Heim; Anson Ho; Tamay Besiroglu; Marius Hobbhahn; Pablo Villalobos (IJCNN, 2022)

Machine Learning Model Sizes and the Parameter Gap. - Pablo Villalobos; Jaime Sevilla; Tamay Besiroglu; Lennart Heim; Anson Ho; Marius Hobbhahn (CoRR, 2022)

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning. - Pablo Villalobos; Jaime Sevilla; Lennart Heim; Tamay Besiroglu; Marius Hobbhahn; Anson Ho (CoRR, 2022)

Power Law Trends in Speedrunning and Machine Learning. - Ege Erdil; Jaime Sevilla (CoRR, 2023)

Please Report Your Compute. - Jaime Sevilla; Anson Ho; Tamay Besiroglu (Commun. ACM, 2023)

Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain. - Jaime Sevilla; Nikolay Babakov; Ehud Reiter; Alberto Bugarín (EXPLIMED@ECAI, 2024)

Position: Will we run out of data? Limits of LLM scaling based on human-generated data. - Pablo Villalobos; Anson Ho; Jaime Sevilla; Tamay Besiroglu; Lennart Heim; Marius Hobbhahn (ICML, 2024)

Algorithmic progress in language models. - Anson Ho; Tamay Besiroglu; Ege Erdil; Zifan Carl Guo; David Owen 001; Robi Rahman; David Atkinson; Neil Thompson; Jaime Sevilla (NeurIPS, 2024)

FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI. - Elliot Glazer; Ege Erdil; Tamay Besiroglu; Diego Chicharro; Evan Chen; Alex Gunning; Caroline Falkman Olsson; Jean-Stanislas Denain; Anson Ho; Emily de Oliveira Santos; Olli Järviniemi; Matthew Barnett; et al. (CoRR, 2024)

The EU AI Act: A pioneering effort to regulate frontier AI? - Guillem Bas; Claudette Salinas; Roberto Tinoco; Jaime Sevilla (Inteligencia Artif., 2024)