نتائج البحث

Project and Forget: Solving Large-Scale Metric Constrained Problems.

• Authors : Sonthalia, Rishi¹ ; Gilbert, Anna C.²

Subjects: *MATHEMATICAL optimization; *PROBLEM solving; LEARNING problems

• Source: Journal of Machine Learning Research. 2022, Vol. 23, p1-54. 54p.

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Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex Optimization.

• Authors : Zhize Li¹ ; Jian Li²

Subjects: *PROBLEM solving; NONSMOOTH optimization; CONJUGATE gradient methods

• Source: Journal of Machine Learning Research. 2022, Vol. 23, p1-61. 61p.

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ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM.

• Authors : Ariafar, Setareh¹ ; Coll-Font, Jaume² ; Brooks, Dana¹

Subjects: *PROBLEM solving; BENCHMARK problems (Computer science); CONSTRAINED optimization

• Source: Journal of Machine Learning Research. 2019, Vol. 20 Issue 117-136, p1-26. 26p.

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Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging.

• Authors : Shusen Wang¹ ; Gittens, Alex² ; Mahoney, Michael W.¹

Subjects: *MATHEMATICAL optimization; *VARIANCES; *PROBLEM solving

• Source: Journal of Machine Learning Research. 2018, Vol. 18 Issue 154-234, p1-50. 50p.

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Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice.

• Authors : Hongzhou Lin¹ ; Mairal, Julien² ; Harchaoui, Zaid³

Subjects: *MATHEMATICAL optimization; *STOCHASTIC convergence; *APPROXIMATION theory

• Source: Journal of Machine Learning Research. 2018, Vol. 18 Issue 154-234, p1-54. 54p.

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Clustering Partially Observed Graphs via Convex Optimization.

• Authors : Yudong Chen¹ ; Jalali, Ali¹ ; Sujay Sanghavi¹

Subjects: *CLUSTER analysis (Statistics); *MATHEMATICAL optimization; *PROBLEM solving

• Source: Journal of Machine Learning Research. 2014, Vol. 15 Issue 6, p2213-2238. 26p. 1 Chart, 5 Graphs.

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RSG: Beating Subgradient Method without Smoothness and Strong Convexity.

• Authors : Tianbao Yang¹ ; Qihang Lin²

Subjects: *MATHEMATICAL optimization; *PROBLEM solving; SMOOTHNESS of functions

• Source: Journal of Machine Learning Research. 2018, Vol. 19 Issue 1-26, p1-33. 33p.

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Alternating Linearization for Structured Regularization Problems.

• Authors : Xiaodong Lin¹ ; Minh Pham² ; Ruszczynski, Andrzej¹

Subjects: *PROBLEM solving; LINEAR systems; MATHEMATICAL regularization

• Source: Journal of Machine Learning Research. 2014, Vol. 15, p3447-3481. 35p.

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Speedup Learning for Repair-based Search by Identifying Redundant Steps.

• Authors : Markovitch, Shaul¹ ; Shatil, Asaf¹

• Source: Journal of Machine Learning Research. 5/15/2004, Vol. 4 Issue 4, p649-681. 33p.

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