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20202026
most citedConstrained Stochastic Recursive Momentum Successive Convex Approximation

2 citations · 2 across the 4 of their papers we have counts for

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math.OC2024

Analysis of Decentralized Stochastic Successive Convex Approximation for composite non-convex problems

Basil M. Idrees, Shivangi Dubey Sharma, Ketan Rajawat

This work considers the decentralized successive convex approximation (SCA) method for minimizing stochastic non-convex objectives subject to convex constraints, along with possibl…

math.OC2024★ 2 cited

Constrained Stochastic Recursive Momentum Successive Convex Approximation

Basil M. Idrees, Lavish Arora, Ketan Rajawat

We consider stochastic optimization problems with non-convex functional constraints, such as those arising in trajectory generation, sparse approximation, and robust classification…