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Content Provider : OpenAIRE Subject : software فلترة بواسطة : موضوع

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Adaptive sampling quasi-Newton methods for zeroth-order stochastic optimization

Authors : Raghu Bollapragada; Stefan M. Wild

Subjects: FOS: Computer and information sciences; Artificial Intelligence (cs.AI); Computer Science - Artificial Intelligence

Source: Mathematical Programming Computation. 15:327-364

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Error bounds and a condition number for the absolute value equations

Authors : Milan Hladík; Moslem Zamani;

Subjects: Absolute value equation; convergence rate; Optimization and Control (math.OC)

Source: Mathematical Programming, 198, 85-113. Springer

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Generalized self-concordant analysis of Frank-Wolfe algorithms

Authors : Pavel Dvurechensky; Kamil Safin; Shimrit Shtern ...

Subjects: Convex programming; Frank-Wolfe algorithm; COMPLEXITY

Source: Mathematical Programming, 198(1), 255-323. Springer Verlag

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Computational aspects of relaxation complexity: possibilities and limitations

Authors : Gennadiy Averkov; Christopher Hojny; Matthias Schymura ...

Subjects: Optimization and Control (math.OC); General Mathematics; Integer programming formulation

Source: Mathematical Programming, 197(2), 1173-1200. Springer

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Markov risk mappings and risk-sensitive optimal prediction

Authors : Randall Martyr; John Moriarty; Tomasz Kosmala

Subjects: FOS: Economics and business; Optimization and Control (math.OC); Quantitative Finance - Mathematical Finance

Source: Mathematical Methods of Operations Research. 97:91-116

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Error bounds, facial residual functions and applications to the exponential cone

Authors : Scott B. Lindstrom; Bruno F. Lourenço; Ting Kei Pong

Subjects: Optimization and Control (math.OC); General Mathematics; FOS: Mathematics

Source: Mathematical Programming. 200:229-278

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Scaling up stochastic gradient descent for non-convex optimisation

Authors : Saad Mohamad; Hamad Alamri; Abdelhamid Bouchachia

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Science - Distributed, Parallel, and Cluster Computing

Source: Machine Learning. 111:4039-4079

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Complexity guarantees for an implicit smoothing-enabled method for stochastic MPECs

Authors : Shisheng Cui; Uday V. Shanbhag; Farzad Yousefian

Subjects: Optimization and Control (math.OC); Mathematics::General Mathematics; Mathematics::Number Theory

Source: Mathematical Programming. 198:1153-1225

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Red Light Green Light Method for Solving Large Markov Chains

Authors : Konstantin Avrachenkov; Patrick Brown; Nelly Litvak ...

Subjects: FOS: Computer and information sciences; Gauss-Southwell methods; Theoretical Computer Science

Source: Journal of Scientific ComputingJournal of Scientific Computing, 2022, 93 (18), pp.43. ⟨10.1007/s10915-022-01976-8⟩Journal of scientific computing, 93(18):18, 1-43. Springer

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Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis

Authors : Shuyang Ling

Subjects: FOS: Computer and information sciences; Optimization and Control (math.OC); Information Theory (cs.IT)

Source: Mathematical Programming. 200:589-628

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