3 citations · 3 across the 7 of their papers we have counts for
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cs.LG2026
The Cost of Reasoning: Chain-of-Thought Induces Overconfidence in Vision-Language Models
Robert Welch, Emir Konuk, Kevin Smith
Vision-language models (VLMs) are increasingly deployed in high-stakes settings where reliable uncertainty quantification (UQ) is as important as predictive accuracy. Extended reas…
cs.LG2019
An empirical study of the relation between network architecture and complexity
Emir Konuk, Kevin Smith
In this preregistration submission, we propose an empirical study of how networks handle changes in complexity of the data. We investigate the effect of network capacity on general…