Posts by Reza Rezazadegan
Machine Learning course 2022
AI technical articles April 28, 2022
Improving forecasting by learning quantile functions
Answering Questions with HuggingFace Pipelines and Streamlit
Inside Meta’s AI optimization platform for engineers across the company
Summarization with GPT-3
The 8 Basic Statistics Concepts for Data Science
How AWS uses graph neural networks to meet customer needs
Modeling urban heat wave risk with satellite imagery and lidar data
Guide to Iteratively Tuning GNNs
Discovering the systematic errors made by machine learning models
AI research April 28, 2022
The graph connection
Anticipating others’ behavior on the road
Generating new molecules with graph grammar
Understanding Deep Learning Algorithms that Leverage Unlabeled Data, Part 2: Contrastive Learning
Reusability report: Capturing properties of biological objects and their relationships using graph neural networks
Half a decade of graph convolutional networks
The transformational role of GPU computing and deep learning in drug discovery
Solving the challenges of robotic pizza-making
AI general news March 21, 2022
Advancing first-person perception with 2022 Ego4D challenge
What is the Role of Artificial Intelligence in the Education Sector? – Analytics Insight
What’s Next in Artificial Intelligence? Three Key Directions – Stanford HAI
‘No-Code’ Brings the Power of A.I. to the Masses – The New York Times
Study examines how machine learning boosts manufacturing
Unlocking new doors to artificial intelligence
Sustainability applications for artificial intelligence – Sustainability Magazine
3 Questions: How the MIT mini cheetah learns to run
How artificial intelligence can help combat systemic racism
AI technical articles March 21, 2022
What is MLOps?
The Input-output Attention Mechanism from “Neural Machine Translation by Jointly Learning…
Top AI and Data Science Tools and Techniques for 2022 and Beyond
Geo-visualization of daily movements of Bike-sharing system: Helsinki and Tartu
Multi-Head Attention
Understanding Sigmoid, Logistic, Softmax Functions, and Cross-Entropy Loss (Log Loss)
How to Generate Synthetic Tabular Dataset
AI research March 21, 2022
Advancing first-person perception with 2022 Ego4D challenge
Understanding Deep Learning Algorithms that Leverage Unlabeled Data, Part 1: Self-training
Improving question-answering models that use data from tables
Stable learning establishes some common ground between causal inference and machine learning
Geometry-enhanced molecular representation learning for property prediction
Design of potent antimalarials with generative chemistry
Advances toward ubiquitous neural information retrieval
Unsupervised Skill Discovery with Contrastive Intrinsic Control
Pseudo labeling: Speech recognition using multilingual unlabeled data
When it comes to AI, can we ditch the datasets?
Bringing practical applications of quantum computing closer
Advances in multimodal understanding research at Meta AI
AI research March 5, 2022
Yann LeCun on a vision to make AI systems learn and reason like animals and humans
Machine learning can help read the language of life
Can CPUs leverage sparsity?
Geometric deep learning on molecular representations
Amazon at WSDM: The future of graph neural networks
What’s next for deep learning?
A deep generative model for molecule optimization via one fragment modification
AI technical articles, February 20, 2022
Introduction to Probabilistic Classification: A Machine Learning Perspective
Analyzing Missing Data Problem in Uber Movement Speed Data
Top 5 Free Machine Learning Courses
From Oracle to Databases for AI: The Evolution of Data Storage
The motivation behind using graph convolutions
Machine Learning 103: Loss Functions
Data Mesh & Its Distributed Data Architecture
Using JAX to accelerate our research