Robi Bhattacharjee

activity

20192026

k

-means Clustering on Arbitrary Data Streams

2 citations · 7 across the 16 of their papers we have counts for

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cs.LG2021★ 2 cited

Online $k$ -means Clustering on Arbitrary Data Streams

Robi Bhattacharjee, Jacob Imola, Michal Moshkovitz +1

We consider online $k$ -means clustering where each new point is assigned to the nearest cluster center, after which the algorithm may update its centers. The loss incurred is the s…

cs.LG2021

Consistent Non-Parametric Methods for Maximizing Robustness

Robi Bhattacharjee, Kamalika Chaudhuri

Learning classifiers that are robust to adversarial examples has received a great deal of recent attention. A major drawback of the standard robust learning framework is there is a…

Online k-means Clustering on Arbitrary Data Streams

Consistent Non-Parametric Methods for Maximizing Robustness

Online $k$ -means Clustering on Arbitrary Data Streams