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Group elastic net with constraints? #64
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Closed
TODO (ordered):
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Need better intuition for how the iterates are behaving with proximal Newton method. An issue seems to occur for
d = 2
eps = 1e-5
seed = 6
np.random.seed(seed)
quad = np.random.uniform(0, 1, d)
linear = np.sqrt(quad) * np.random.normal(0, 1, d)
l1 = 0.5 * np.linalg.norm(linear)
l2 = 0
Q = np.random.normal(0, 1, (d, d))
Q, _, _ = np.linalg.svd(Q)
Q = np.asfortranarray(Q)
b = np.full(d, eps)
constr = ad.constraint.lower(
b,
dtype=np.float64,
) |
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Labels
code
Code-related issues.
enhancement
New feature or request
help wanted
Extra attention is needed
high-priority
High priority tasks.
research
Research questions
At the very least, it'd be nice to support constraints of the form Ax = b and Ax <= b.
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