2 citations · 2 across the 11 of their papers we have counts for
4 papers · 1 filter
Strategic Self-Consistency
Tori Qiu, Ander Artola Velasco, Manuel Gomez-Rodriguez
Self-consistency has become a popular technique for enhancing the reasoning abilities of large language models by generating multiple reasoning paths and selecting the final answer…
Learning to Decide with AI Assistance under Human-Alignment
Nina Corvelo Benz, Eleni Straitouri, Manuel Gomez-Rodriguez
It is widely agreed that when AI models assist decision-makers in high-stakes domains by predicting an outcome of interest, they should communicate the confidence of their predicti…
Optimizing Social Utility in Sequential Experiments
Ander Artola Velasco, Stratis Tsirtsis, Manuel Gomez-Rodriguez
Regulatory approval of products in high-stakes domains such as drug development requires statistical evidence of safety and efficacy through large-scale randomized controlled trial…
Test-Time Compute Games
Ander Artola Velasco, Dimitrios Rontogiannis, Stratis Tsirtsis +1
Test-time compute has emerged as a promising strategy to enhance the reasoning abilities of large language models (LLMs). However, this strategy has in turn increased how much user…