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Home/Authors/Ghufran Alam Siddiqui

Ghufran Alam Siddiqui

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

Vedant Jawandhia1×
Daksh Ahuja1×
Prashant Trivedi1×
Yash Sinha1×
Pratik Narang1×

Research Timeline

2026
PURGE: Projected Unlearning via Retain-Guided Erasure

PURGE is a novel machine unlearning algorithm that leverages the duality between continual learning and unlearning to achieve high data retention while making the unlearned model indistinguishable from a model retrained from scratch.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecentJun 2, 2026

PURGE: Projected Unlearning via Retain-Guided Erasure

Vedant Jawandhia, Daksh Ahuja, Ghufran Alam Siddiqui, Prashant Trivedi +2 more

PURGE is a novel machine unlearning algorithm that leverages the duality between continual learning and unlearning to achieve high data retention while making the unlearned model indistinguishable fro…

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