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⛰️ Gradient Descent
Optimization, Learning Rate, Backpropagation, Convergence
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83228
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Stochastic Gradient Descent
Optimizes
Over-parameterized Deep
ReLU
Networks
dev.to
·
1h
·
Discuss:
DEV
🎪
Convex Optimization
Sparse Training of Neural Networks based on
Multilevel
Mirror
Descent
arxiv.org
·
3d
🎪
Convex Optimization
Physics-Informed Neural Networks for
Inverse
PDE
Problems
pub.towardsai.net
·
8h
🗺️
Manifold Learning
It's not a Lottery, it's a Race: Understanding How Gradient
Descent
Adapts
the Network's Capacity to the Task
arxiv.org
·
2d
🗺️
Manifold Learning
learning by
reverse
engineering
clymup.com
·
9h
🔢
Embeddings
Hyperparameter
Search in Machine Learning
dev.to
·
19h
·
Discuss:
DEV
🗺️
UMAP
Hypernetworks
: Neural Networks for
Hierarchical
Data
blog.sturdystatistics.com
·
2d
·
Discuss:
Hacker News
🗺️
UMAP
Continual
learning and the post
monolith
AI era
baseten.co
·
1d
·
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Hacker News
🔲
Zarr
Writing an LLM from scratch, part
32b
-- Interventions: gradient
clipping
gilesthomas.com
·
2d
·
Discuss:
Hacker News
📊
Empirical Bayes
Real‑Time
Counterparty
Credit Risk Estimation with Streaming Bayesian Neural Networks and Explainable Variable Importance for Financial Institutions **
Abstra
...
freederia.com
·
1d
📊
Empirical Bayes
Performance
Tip
of the Week #94: Decision making in a
data-imperfect
world
abseil.io
·
1h
📊
Empirical Bayes
Advanced Machine Learning Course Taught by
FAANG
+ AI/ML Experts - Curriculum Updated by Interview
Kickstart
With ML Engineer Roadmap 2026
techrseries.com
·
1d
🧬
Genomics
Neural population
geometry
and optimal coding of tasks with shared
latent
structure
nature.com
·
1d
🔢
Embeddings
Why do tree-based models still
outperform
deep learning on
tabular
data?
paperium.net
·
3h
·
Discuss:
DEV
🔢
Embeddings
Nonlinear random walks on
hypergraphs
characterized
by higher-order interactions
sciencedirect.com
·
8h
🔗
Markov Chains
AI Sees And
Understands
Images Far More
Efficiently
With New Embedding Technique
quantumzeitgeist.com
·
1d
🔢
Embeddings
Humane
, adaptive AI
bootstrapping
natemeyvis.com
·
1d
🔢
Embeddings
NotebookLM
: The AI that only
learns
from you
byandrev.dev
·
5h
·
Discuss:
Hacker News
🗺️
UMAP
Mechanistic
Interpretability:
Peeking
Inside an LLM
towardsdatascience.com
·
2d
🗺️
UMAP
How I
squeezed
a
BERT
sentiment analyzer into 1GB RAM on a $5 VPS
mohammedeabdelaziz.github.io
·
8h
·
Discuss:
Hacker News
🔲
Zarr
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