Lucas Weber

According to our database, Lucas Weber authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

Efficient multi-prompt evaluation of LLMs.

Felipe Maia Polo, Ronald Xu, Lucas Weber, Mírian Silva, Onkar Bhardwaj, Leshem Choshen, Allysson Flavio Melo de Oliveira, Yuekai Sun, Mikhail Yurochkin

CoRR, 2024

Reinforcement Learning and Regret Bounds for Admission Control.

Lucas Weber, Ana Busic, Jiamin Zhu

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

tinyBenchmarks: evaluating LLMs with fewer examples.

Felipe Maia Polo, Lucas Weber, Leshem Choshen, Yuekai Sun, Gongjun Xu, Mikhail Yurochkin

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

Interpretability of Language Models via Task Spaces.

Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Pilgrims' satisfaction with metro operations during Hajj.

Lucas Weber, Sven Müller, Knut Haase

Public Transp., October, 2023

Machine learning in sensor identification for industrial systems.

Lucas Weber, Richard Lenz

it Inf. Technol., August, 2023

The ICL Consistency Test.

Lucas Weber, Elia Bruni, Dieuwke Hupkes

CoRR, 2023

Curriculum Learning with Adam: The Devil Is in the Wrong Details.

Lucas Weber, Jaap Jumelet, Paul Michel, Elia Bruni, Dieuwke Hupkes

CoRR, 2023

Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning.

Lucas Weber, Elia Bruni, Dieuwke Hupkes

Proceedings of the 27th Conference on Computational Natural Language Learning, 2023

Reinforcement Learning Based Demand Charge Minimization Using Energy Storage.

Lucas Weber, Ana Busic, Jiamin Zhu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2021

Design of a sleep apnoea detection system for a home environment.

Maksym Gaiduk, Lucas Weber, Ángel Serrano Alarcón, Ralf Seepold, Natividad Martínez Madrid, Simone Orcioni, Massimo Conti

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking.

Lucas Weber, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Martin Glos, Thomas Penzel

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Language Modelling as a Multi-Task Problem.

Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States.

Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Lucas Weber, Massimo Conti, Simone Orcioni, Juan Antonio Ortega

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

2020

Cardiac Abnormality Detection in 12-lead ECGs With Deep Convolutional Neural Networks Using Data Augmentation.

Lucas Weber, Maksym Gaiduk, Wilhelm Daniel Scherz, Ralf Seepold

Proceedings of the Computing in Cardiology, 2020

2019

Individualized Sleep Stage Classification from Cardiorespiratory Features.

Miriam Goldammer, Lucas Weber, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019