Lukas' Notes
Search
Search
Dark mode
Light mode
Home
❯
tags
❯
Tag: machine-learning
Tag: machine-learning
134 items with this tag.
Dec 13, 2025
Large Memory Layers with Product Keys
machine-learning
transformers
Dec 13, 2025
vmap
machine-learning
Dec 13, 2025
Attention is All You Need
machine-learning
transformers
Dec 13, 2025
tinygrad
machine-learning
Dec 13, 2025
k-Fold Validation
machine-learning
Dec 13, 2025
Zero-One Loss
machine-learning
Dec 13, 2025
World Model
machine-learning
Dec 13, 2025
Vanishing Gradient
machine-learning
Dec 13, 2025
Vapnik-Chervonenkis Dimension
machine-learning
todo
Dec 13, 2025
Validation Dataset
machine-learning
Dec 13, 2025
Unsupervised Learning Algorithm
machine-learning
Dec 13, 2025
Unsupervised Learning
machine-learning
Dec 13, 2025
True Negative
machine-learning
Dec 13, 2025
True Positive
machine-learning
Dec 13, 2025
True Risk
machine-learning
Dec 13, 2025
Training Dataset
machine-learning
Dec 13, 2025
Token (Machine Learning)
machine-learning
Dec 13, 2025
Test Dataset
machine-learning
Dec 13, 2025
Test Time
machine-learning
Dec 13, 2025
Supervised Learning Algorithm
machine-learning
Dec 13, 2025
Supervised Learning
machine-learning
Dec 13, 2025
Support Vector Machine
machine-learning
todo
Dec 13, 2025
Specificity
machine-learning
Dec 13, 2025
Softmax
machine-learning
Dec 13, 2025
Single Linkage Distance
machine-learning
Dec 13, 2025
Sillhouette Coefficient
machine-learning
Dec 13, 2025
Shattering Hypothesis Class
machine-learning
Dec 13, 2025
Sensitivity
machine-learning
Dec 13, 2025
Semi-Supervised Learning
machine-learning
Dec 13, 2025
Self-Attention
machine-learning
transformers
attention
Dec 13, 2025
Self-Supervised Learning
machine-learning
Dec 13, 2025
Scaled Dot-Product Attention
machine-learning
transformers
attention
Dec 13, 2025
Sample Complexity
machine-learning
Dec 13, 2025
Risk
machine-learning
Dec 13, 2025
Root Mean Squared Error
machine-learning
Dec 13, 2025
Residual
machine-learning
Dec 13, 2025
Residual Block
machine-learning
Dec 13, 2025
Residual Connection
machine-learning
Dec 13, 2025
Regression
machine-learning
Dec 13, 2025
Regularisation
machine-learning
Dec 13, 2025
Realisable PAC-Learnable Hypothesis Class
machine-learning
Dec 13, 2025
Receiver Operator Characteristic
machine-learning
todo
Dec 13, 2025
Recurrent Neural Network
machine-learning
Dec 13, 2025
R Squared
machine-learning
Dec 13, 2025
Probably Approximately Correct Learning
machine-learning
Dec 13, 2025
Precision
machine-learning
Dec 13, 2025
Polynomial Kernel Function
machine-learning
Dec 13, 2025
Platonic Representation Hypothesis
machine-learning
Dec 13, 2025
Perceptron
machine-learning
Dec 13, 2025
Overfitting
machine-learning
Dec 13, 2025
Online Data
machine-learning
Dec 13, 2025
Offline Data
machine-learning
Dec 13, 2025
One-Hot Encoding
machine-learning
Dec 13, 2025
No-Free-Lunch Theorem
machine-learning
Dec 13, 2025
Neural Network
machine-learning
todo
Dec 13, 2025
Natural Language Processing
machine-learning
Dec 13, 2025
Negative Predictive Value
machine-learning
Dec 13, 2025
Multi-Label Classification
machine-learning
Dec 13, 2025
Multi-Head Attention
machine-learning
attention
Dec 13, 2025
Model Context Protocol
machine-learning
llms
Dec 13, 2025
Model
machine-learning
Dec 13, 2025
Micrograd
machine-learning
Dec 13, 2025
Mercer's Conditions
machine-learning
Dec 13, 2025
Meta-Learning
machine-learning
Dec 13, 2025
Mean Squared Error
machine-learning
Dec 13, 2025
Mean Absolute Error
machine-learning
Dec 13, 2025
Loss
machine-learning
Dec 13, 2025
Machine Learning
machine-learning
Dec 13, 2025
Long Short-Term Memory
machine-learning
Dec 13, 2025
Linear Kernel Function
machine-learning
Dec 13, 2025
Learning Algorithm
machine-learning
Dec 13, 2025
Learning Rate
machine-learning
Dec 13, 2025
Leave-one-out Validation
machine-learning
Dec 13, 2025
Latent Space
machine-learning
Dec 13, 2025
L1 Regularisation
machine-learning
Dec 13, 2025
Label Space
machine-learning
Dec 13, 2025
Kernel Matrix
machine-learning
Dec 13, 2025
Kernel Method
machine-learning
Dec 13, 2025
Intra-Cluster Distance
machine-learning
Dec 13, 2025
Inter-Cluster Distance
machine-learning
Dec 13, 2025
International Conference for Representation Learning
machine-learning
Dec 13, 2025
Instance Space
machine-learning
Dec 13, 2025
Input Space
machine-learning
Dec 13, 2025
Inference (Machine Learning)
machine-learning
Dec 13, 2025
Hypothesis (Machine Learning)
machine-learning
Dec 13, 2025
Hypothesis Class
machine-learning
Dec 13, 2025
Hebbian Learning
neuroscience
machine-learning
Dec 13, 2025
Gradient Ascent
machine-learning
Dec 13, 2025
Gradient Descent
machine-learning
Dec 13, 2025
Gradient-based Optimisation Algorithm
machine-learning
Dec 13, 2025
Generalisation Error
machine-learning
Dec 13, 2025
False Negative
machine-learning
Dec 13, 2025
False Positive
machine-learning
Dec 13, 2025
Feature Space (Machine Learning)
machine-learning
Dec 13, 2025
F1 Score
machine-learning
Dec 13, 2025
Exploding Gradient
machine-learning
Dec 13, 2025
Evaluation (Machine Learning)
machine-learning
Dec 13, 2025
Error-Driven Learning Algorithm
machine-learning
Dec 13, 2025
Encoder (Machine Learning)
machine-learning
Dec 13, 2025
Encoder-Decoder
machine-learning
Dec 13, 2025
Empirical Risk Minimisation
machine-learning
Dec 13, 2025
Empirical Risk
machine-learning
todo
Dec 13, 2025
Empirical Risk Minimisation Algorithm
machine-learning
Dec 13, 2025
Dying ReLu Problem
machine-learning
Dec 13, 2025
Dimensionality Reduction
machine-learning
Dec 13, 2025
Decoder (Machine Learning)
machine-learning
Dec 13, 2025
Dataset
machine-learning
Dec 13, 2025
Cross Validation
machine-learning
Dec 13, 2025
Cross-Attention
machine-learning
attention
todo
Dec 13, 2025
Cross-Entropy Loss
machine-learning
Dec 13, 2025
Curse of Dimensionality
machine-learning
Dec 13, 2025
Cosine Similarity
machine-learning
Dec 13, 2025
Contrastive Learning
machine-learning
Dec 13, 2025
Continual Learning
machine-learning
Dec 13, 2025
Confusion Matrix
machine-learning
Dec 13, 2025
Complete Diameter Distance
machine-learning
Dec 13, 2025
Complete Linkage Distance
machine-learning
Dec 13, 2025
Cluster (Machine Learning)
machine-learning
Dec 13, 2025
Clustering Algorithm
machine-learning
Dec 13, 2025
Centroid Diameter Distance
machine-learning
Dec 13, 2025
Centroid
machine-learning
Dec 13, 2025
Causal Attention
machine-learning
attention
Dec 13, 2025
Catastrophic Forgetting
machine-learning
Dec 13, 2025
Catastrophic Inference
machine-learning
Dec 13, 2025
Binary Classification
machine-learning
Dec 13, 2025
Binary Classifier
machine-learning
Dec 13, 2025
Bias-Variance Tradeoff
machine-learning
Dec 13, 2025
Bias
machine-learning
Dec 13, 2025
Average Linkage Distance
machine-learning
Dec 13, 2025
Backpropagation
machine-learning
Dec 13, 2025
Bahdanau Attention
machine-learning
attention
Dec 13, 2025
Average Diameter Distance
machine-learning
Dec 13, 2025
Attention
machine-learning
attention
Dec 13, 2025
Accurracy
machine-learning