Young-Han Kim

activity

20152022

most citedEnergy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning

8 citations · 17 across the 8 of their papers we have counts for

collaborators

Showing math.STShow all

2 papers · 1 filter

math.ST2022

Minimax Optimal Algorithms with Fixed- $k$ -Nearest Neighbors

J. Jon Ryu, Young-Han Kim

This paper presents how to perform minimax optimal classification, regression, and density estimation based on fixed- $k$ nearest neighbor (NN) searches. We consider a distributed l…

math.ST2018★ 4 cited

Nearest neighbor density functional estimation from inverse Laplace transform

J. Jon Ryu, Shouvik Ganguly, Young-Han Kim +2

A new approach to $L_{2}$ -consistent estimation of a general density functional using $k$ -nearest neighbor distances is proposed, where the functional under consideration is in the f…

Minimax Optimal Algorithms with Fixed-k-Nearest Neighbors

Nearest neighbor density functional estimation from inverse Laplace transform

Minimax Optimal Algorithms with Fixed- $k$ -Nearest Neighbors