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Home/Authors/Oliver Kosut

Oliver Kosut

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

ML×1Crypto×1

Frequent co-authors

Naima Tasnim1×
Lalitha Sankar1×

Research Timeline

2026
DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum

The paper proposes DP-MacAdam, a novel differentially private optimization algorithm that simultaneously uses adaptive gradient clipping and momentum, achieving improved model accuracy over existing methods without manual tuning.

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Papers

cs.LGcs.CRRecentJun 3, 2026

DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum

Naima Tasnim, Lalitha Sankar, Oliver Kosut

The paper proposes DP-MacAdam, a novel differentially private optimization algorithm that simultaneously uses adaptive gradient clipping and momentum, achieving improved model accuracy over existing m…

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