Learning

generative adversarial network

Class

deep learning method in which two neural networks compete with each other in a game, learning to generate new data with the same statistics as the training set

long short-term memory

Class

artificial recurrent neural network architecture used in deep learning

self-supervised learning

Class

class of machine learning techniques in which a task is solved based on pseudo-labels which help initialize weights the weight, then the actual task is performed with supervised or unsupervised learning

ensemble learning

Class

in machine learning, the use of multiple algorithms to obtain better predictive performance than from any of the constituent learning algorithms alone

boosting

Class

ensemble meta-algorithm for reducing bias and variance in machine learning

text-to-video model

Class

machine learning model

federated learning

Class

method for artificial intelligence

feature learning

Class

a set of techniques that learn a feature: a transformation of raw data input to a representation that can be effectively exploited in machine learning tasks

diffusion model

Class

deep learning algorithm

quantum machine learning

Class

Quantum Machine Learning combines quantum computing and ML to enhance algorithms, leveraging unique quantum properties, like superposition and entanglement , for efficient problem-solving.

online machine learning

Class

a method where a model is trained incrementally on data as it becomes available, in contrast to batch learning where the entire dataset is used at once

variational auto-encoder

Class

deep learning generative model to encode data representation

multimodal learning

Class

machine learning combining different information resources, such as images and text

artificial immune system

Class

Class of rule-based machine learning systems

sequence-to-sequence learning

Class

family of machine learning approaches

active learning

Class

machine learning strategy in which a learning algorithm interactively queries for new labels

automated machine learning

Class

process of automating the end-to-end process of machine learning

extreme learning machine

Class

type of artificial neural network

deep reinforcement learning

Class

techniques combining deep learning and reinforcement learning principles to create efficient machine learning algorithms

vision transformer

Class

machine learning algorithm for vision processing

structured prediction

Class

supervised machine learning techniques

machine learning in physics

Class

applications of machine learning to quantum physics

Proximal Policy Optimization

Class

model-free reinforcement learning algorithm

meta-learning

Class

subfield of machine learning where automatic learning algorithms are applied to metadata about machine learning experiments

Sparse dictionary learning

Class

Representation learning method

Multi-agent reinforcement learning

Class

sub-field of reinforcement learning

robot learning

Class

machine learning for robots

Sankore Madrasah

Organization

ancient center of learning in Timbuktu, Mali

University of Phoenix

Organization

American for-profit institution of higher learning

Bulacan State University

Organization

state-funded institution of higher learning in Bulacan province, Philippines

University of Timbuktu

Organization

collective term for the organized center of learning associated with three mosques in the city of Timbuktu: the masajids (mosques) of Sankore, Djinguereber, and Sidi Yahya

Wawasan Open University

Organization

distance learning university in Malaysia

Tambov State Technical University

Organization

state institution of higher learning in Tambov, Russia

Shandong Normal University

Organization

institutions of higher learning established in Shandong Province since the founding of the People's Republic of China.

International Open University

Organization

online, distance-learning institute in the Gambia

Open University Malaysia

Organization

distance learning university in Malaysia

Alex Krizhevsky

Person

Canadian machine learning scientist

François Chollet

Person

French machine learning researcher

Shane Legg

Person

machine learning researcher

Isabelle Guyon

Person

French-born researcher in machine learning

Ashish Vaswani

Person

machine learning researcher

Pedro Domingos

Person

professor of machine learning

reinforcement learning

Class

type of machine learning where an agent learns how to behave in an environment by performing actions and receiving rewards or penalties in return, aiming to maximize the cumulative reward over time

unsupervised learning

Class

machine learning technique

knowledge distillation

Class

machine learning method to transfer knowledge from a large model to a smaller one

PyTorch

Place

open source machine learning library for Python, based on Torch

scikit-learn

Place

machine learning library for the Python programming language

Apache MXNet

Place

multi-language machine learning library

perceptron

Class

algorithm for supervised learning of binary classifiers

bootstrap aggregating

Intangible

ensemble method within machine learning

music education

Product

field of study associated with the teaching and learning of music

science education

Product

teaching and learning of science

CrypTool

Creative Work

free e-learning software CrypTool illustrating cryptographic and cryptanalytic concepts

Claroline

Creative Work

e-learning- and e-working-platform

pedagogy

Thing

theory and practice of teaching and learning, shaped by social, political, and cultural contexts; encompasses how knowledge and skills are imparted and the interactions between teachers and learners in educational settings

Duolingo

Website

American online platform for language learning

machine learning

Intangible

scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

artificial neural network

Thing

computational model used in machine learning, based on connected, hierarchical functions

deep learning

Thing

specialized form of machine learning that uses artificial neural networks to identify patterns in data

Scratch

Place

programming language learning environment

DALL-E

Place

image-generating deep-learning model

transformer

Class

machine-learning model architecture first developed by Google Brain

pattern recognition

Class

branch of machine learning

Stable Diffusion

Creative Work

image-generating machine learning model

bidirectional encoder representations from transformers

Class

deep learning artificial neural network language model

reinforcement learning from human feedback

Class

training method using human feedback to rank responses and train a reward model that improves model outputs

self-organizing map

Class

machine learning technique useful for dimensionality reduction

text-to-image model

Class

machine learning model

deep learning super sampling

Place

suite of real-time AI image processing technologies by Nvidia

transfer learning

Class

research problem in machine learning (ML) that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem

National University of Distance Education

Organization

Spanish distance learning and research university

Adobe Firefly

Creative Work

image-generating machine learning model

adversarial machine learning

Class

machine learning technique that attempts to prevent models being fooled by supplying deceptive input

Whisper

Creative Work

machine learning model for speech recognition and transcription

Caffe

Creative Work

deep learning framework

zero-shot learning

Class

problem setup in machine learning, where at test time, a learner observes samples from classes that were not observed during training, and needs to predict the class they belong to

The Learning Company

Organization

American educational software company

Nvidia DGX

Product

deep learning supercomputer system

Kojo

Place

programming language and integrated development environment (IDE) for computer programming and learning

DreamBooth

Software Application

Deep learning generation model used to fine-tune existing text-to-image models