53 citations · 62 across the 5 of their papers we have counts for
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math.PR2019
Reinforcement with Fading Memories
Kuang Xu, Se-Young Yun
We study the effect of imperfect memory on decision making in the context of a stochastic sequential action-reward problem. An agent chooses a sequence of actions which generate di…
cs.LG2019
Spectral Approximate Inference
Sejun Park, Eunho Yang, Se-Young Yun +1
Given a graphical model (GM), computing its partition function is the most essential inference task, but it is computationally intractable in general. To address the issue, iterati…
stat.ML2019
Accelerated MM Algorithms for Ranking Scores Inference from Comparison Data
Milan Vojnovic, Seyoung Yun, Kaifang Zhou
In this paper, we study a popular method for inference of the Bradley-Terry model parameters, namely the MM algorithm, for maximum likelihood estimation and maximum a posteriori pr…