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📈 Optimization
Gradient Descent, Linear Programming, Convex Optimization
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111663
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Natural
Hypergradient
Descent
: Algorithm Design, Convergence Analysis, and Parallel Implementation
arxiv.org
·
1d
🧠
Deep Learning
Architectural and Mathematical
Foundations
of Machine Learning: A
Rigorous
Synthesis of Theory, Geometry, and Implementation
chizkidd.github.io
·
2d
·
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Hacker News
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Machine Learning
Joint optimization of maintenance and spare parts management in
upstream
–
downstream
systems under quality control
sciencedirect.com
·
1h
📐
Linear Algebra
Divide and Learn:
Multi-Objective
Combinatorial
Optimization at Scale
arxiv.org
·
12h
🧠
Deep Learning
Wahba
’s Problem and SO(3) Optimization:
Rotation
Learning in Geometric ML
hackernoon.com
·
2d
👁️
Computer Vision
BetaZero
V2: A Diffusion Model for Setting
Boulder
Problems
evmojo37.substack.com
·
18h
·
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Substack
🤖
Machine Learning
The 5
Distributed
Training
Methods
: How to Train Models Too Large for One GPU
pub.towardsai.net
·
2h
🧠
Deep Learning
Grassmannian
Manifold
Learning: Optimization and Deep Learning Architectures
hackernoon.com
·
2d
🧠
Deep Learning
polyrhachis/macrograd
: A lightweight autograd engine inspired by PyTorch and micrograd
github.com
·
3h
·
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Hacker News
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AI
Don't give away to the
gradient
descent
carteakey.dev
·
1d
·
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Hacker News
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Machine Learning
Olmix
: A framework for data mixing throughout
LM
development
allenai.org
·
1h
🤖
Machine Learning
Multi-armed
bandit
en.wikipedia.org
·
47m
🤖
AI
Microgpt.py
gist.github.com
·
1d
·
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Hacker News
,
Hacker News
🔢
MATLAB
Gradient-based identification of
hydraulic
resistance for optimal pump control in
meshed
district heating network
sciencedirect.com
·
2d
📐
Linear Algebra
Addendum
: Data splitting against information leakage with
DataSAIL
nature.com
·
4h
📊
Data Science
Presentation: Building
Embedding
Models for Large-Scale Real-World
Applications
infoq.com
·
1h
🤖
Machine Learning
Hedge
295:
Specialization
rule11.tech
·
4h
📐
Linear Algebra
Home
terredipisabiketrail.it
·
32m
🤖
AI
Completed
Hyperparameter
Transfer across Modules, Width, Depth, Batch and
Duration
machinelearning.apple.com
·
17h
🧠
Deep Learning
Generalized
Lanczos
method for systematic optimization of neural-network quantum states
link.aps.org
·
1d
🧠
Deep Learning
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