Fields- Workshop on Modern Convex Optimization and Applications: AN70
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Title: On max- k -sums
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Title: Noisy Black Box Optimization: Algorithms and Effort Analysis
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Title: Semidefinite approximations of the matrix logarithm
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Title: Some bridges from self-concordance to applications in convex optimization
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Title: Avoiding Critical Multipliers and Slow Convergence of Primal-Dual Algorithms
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Title: High-Dimensional Learning with Concave Penalty
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Title: Iteration-complexity of a Jacobi-type non-Euclidean ADMM for multi-block linearly constrained non-convex programs
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Title: Bad semidefinite programs: now with short proofs
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Title: Decomposition of Matrix Inequalities with Application in Topology Optimization of Mechanical Structures
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Title: Algebraic Certificates of Disconnectedness
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Title: Online First-Order Framework for Robust Convex Optimization
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Title: Stochastic reformulations of linear systems: algorithms and convergence theory
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Title: Robust and sparse optimization and energy applications
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Title: Variance reduction under restricted strong convexity
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Title: Linear and Conic Programming Reformulations of Two-Stage Robust Linear Programs
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Title: From Data to Decisions: Distributionally Robust Optimization is Optimal
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Title: Minimum rank positive semidefinite completion with chordal sparsity
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Title: ALAMO: Machine learning from data and first principles
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Title: On Stochastic Optimization with Conditional Expectation
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Title: Solving Standard Quadratic Programming By Cutting Planes
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