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15
Math.TechQA.Club
2026-04-09 10:22:23
371
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Reference table of "tricks" for converting problems to standard LP, QP, SOCP, etc. form?
Published on
09 Apr 2026 - 10:22
#reference-request
#convex-optimization
#linear-programming
#quadratic-programming
#second-order-cone-programming
1k
Views
KKT conditions for nonsmooth convex problems
Published on
27 Mar 2026 - 9:13
#optimization
#convex-analysis
#convex-optimization
#karush-kuhn-tucker
#non-smooth-optimization
743
Views
Is the following objective function jointly convex?
Published on
10 Apr 2026 - 19:11
#convex-optimization
679
Views
Quadratic program over box constraints
Published on
15 Apr 2026 - 6:50
#real-analysis
#optimization
#convex-optimization
#quadratic-programming
1.2k
Views
Convergence of GANs
Published on
13 Apr 2026 - 3:38
#convergence-divergence
#convex-optimization
#supremum-and-infimum
1000
Views
How to Do Backtracking Line Search for Proximal Gradient Decent?
Published on
16 Apr 2026 - 11:36
#optimization
#convex-analysis
#convex-optimization
#machine-learning
#proximal-operators
101
Views
Seems like geometric programming, except equality constraints
Published on
28 Mar 2026 - 13:59
#optimization
#convex-optimization
#non-convex-optimization
59
Views
How to optimize $f(x,y)=\sum_{i=1}^Mx_{i}y_{i}$, given that $\sum_{i=1}^Mx_i=a>0$, $\sum_{i=1}^My_i=b>0$, $x_i > 0,y_i> 0$ for all $i$.
Published on
16 Apr 2026 - 11:38
#inequality
#optimization
#convex-optimization
279
Views
Strongly convex function and subgradient
Published on
14 Apr 2026 - 5:06
#optimization
#convex-analysis
#convex-optimization
132
Views
Gradient Descend for Quadratic Function with Non Negative Constraints with Constant Step Size
Published on
30 Mar 2026 - 20:24
#optimization
#convex-optimization
#gradient-descent
629
Views
Invertible Legendre-Fenchel transform of non-convex function
Published on
12 Apr 2026 - 19:23
#convex-analysis
#convex-optimization
#transformation
55
Views
How to find the gradient for a forward-backward splitting problem
Published on
30 Mar 2026 - 20:24
#convex-analysis
#convex-optimization
#chain-rule
#gradient-descent
425
Views
Requirements for Proximal Gradient Descent Algorithm to Converge When Using Momentum (Accelerated Descent)
Published on
11 Apr 2026 - 9:28
#optimization
#convex-optimization
#machine-learning
#proximal-operators
207
Views
Connection between Proximal Algorithm and Tikhonov Regularization
Published on
26 Mar 2026 - 6:00
#convergence-divergence
#optimization
#convex-optimization
#regularization
97
Views
Proximal algorithm: dependence on the initial point
Published on
26 Mar 2026 - 6:00
#convergence-divergence
#optimization
#convex-analysis
#convex-optimization
#regularization
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