Eli Chien

activity

20182024

most citedBreaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning

15 citations · 30 across the 13 of their papers we have counts for

collaborators

Showing 2018Show all

3 papers · 1 filter

cs.LG2018

$H S^{2}$ : Active Learning over Hypergraphs

I Chien, Huozhi Zhou, Pan Li

We propose a hypergraph-based active learning scheme which we term $H S^{2}$ , $H S^{2}$ generalizes the previously reported algorithm $S^{2}$ originally proposed for graph-based active lea…

stat.ML2018

Query K-means Clustering and the Double Dixie Cup Problem

I Chien, Chao Pan, Olgica Milenkovic

We consider the problem of approximate $K$ -means clustering with outliers and side information provided by same-cluster queries and possibly noisy answers. Our solution shows that,…

cs.IT2018

On the Minimax Misclassification Ratio of Hypergraph Community Detection

I Chien, Chung-Yi Lin, I-Hsiang Wang

Community detection in hypergraphs is explored. Under a generative hypergraph model called "d-wise hypergraph stochastic block model" (d-hSBM) which naturally extends the Stochasti…

HS2: Active Learning over Hypergraphs

Query K-means Clustering and the Double Dixie Cup Problem

On the Minimax Misclassification Ratio of Hypergraph Community Detection

$H S^{2}$ : Active Learning over Hypergraphs