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Volkan Cevher

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Volkan Cevher

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A Newton Frank-Wolfe method for constrained self-concordant minimization

An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity

A 16-Channel Wireless Neural Recording System-on-Chip with CHT Feature Extraction Processor in 65nm CMOS

Asynchronous sar adc with unit length capacitors and constant common mode monotonic switching

Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections

Scalable Semidefinite Programming

Conditional gradient methods for stochastically constrained convex minimization

Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

Lipschitz constant estimation for Neural Networks via sparse polynomial optimization