4 papers
Uncertainty-aware Language Modeling for Selective Question Answering
Qi Yang, Shreya Ravikumar, Fynn Schmitt-Ulms +9
We present an automatic large language model (LLM) conversion approach that produces uncertainty-aware LLMs capable of estimating uncertainty with every prediction. Our approach is…
Capsa: A Unified Framework for Quantifying Risk in Deep Neural Networks
Sadhana Lolla, Iaroslav Elistratov, Alejandro Perez +3
The modern pervasiveness of large-scale deep neural networks (NNs) is driven by their extraordinary performance on complex problems but is also plagued by their sudden, unexpected,…
A Systematic Study to Improve the Performance of SrCoO3 as anAnion-Intercalation-Type Electrode for Supercapacitors Through Interface, Oxygen Vacancies, and Doping
Sadhana Lolla, Xuan Luo
Supercapacitors have recently gained popularity as possible energy storage systems due to their high cycling ability and increased power density. However, one of the major drawback…
WiFi Motion Detection: A Study into Efficacy and Classification
Sadhana Lolla, Amy Zhao
WiFi and security pose both an issue and act as a growing presence in everyday life. Today's motions detection implementations are severely lacking in the areas of secrecy, scope,…