← Search

Shunsuke Kamiya

2 accepted papers

2026

C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions

ICLR 2026poster

Neural network models with latent recurrent processing, where identical layers are recursively applied to the latent state, have gained attention as promising models for performing reasoning tasks. A strength of such models is that they enable test-time scaling, where the models can enhance their pe…

Cited by 0SourceScholar
2019

Feature subset selection for the multinomial logit model via mixed-integer optimization

AISTATS 2019poster

This paper is concerned with a feature subset selection problem for the multinomial logit (MNL) model. There are several convex approximation algorithms for this problem, but to date the only exact algorithms are those for the binomial logit model. In this paper, we propose an exact algorithm to sol…

Cited by 11SourcePDFScholar