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Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
Neural process family
Meta-learning a distribution over predictors using the Neural Process Family.
Optimization
ML concepts: optimization.
Linear programming
Optimization concepts: linear programming.
Reinforcement learning
ML concepts: reinforcement learning.
Temporal difference learning
RL concepts: temporal difference learning.
Monte Carlo GPI
RL concepts: monte carlo GPI.
Dynamic programing
RL concepts: dynamic programming.
Reinforcement learning
RL concepts: basics.
Variational autoencoder
ML concepts: VAE.
Decision trees
ML concepts: decision trees.
Supervised vs unsupervised
ML concepts: supervised vs unsupervised learning.
Parametric vs non parametric
ML concepts: parametric vs non parametric.
Naive Bayes
ML concepts: Naive Bayes.
Evaluation metrics
ML concepts: evaluation metrics.
No free lunch
ML concepts: no free lunch.
Information theory
ML concepts: information theory.
Generative vs discriminative
ML concepts: generative vs discriminative.
Curse of dimensionality
ML concepts: curse of dimensionality.
Resources for learning about ML
Review of resources to learn about ML.
Machine learning glossary
Machine Learning glossary with a focus on intuition
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes Permalink
HELM Instruct: A Multidimensional Instruction Following Evaluation Framework with Absolute Ratings Permalink
talks
Talk 1 on Relevant Topic in Your Field
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
This is a description of a teaching experience. You can use markdown like any other post.