Machine Learning
A Guide to Mastering Serverless Machine Learning - KDnuggets
How to Learn the Math Needed for Machine Learning - Towards Data Science
Developing cardiac digital twin populations powered by machine learning provides electrophysiological insights in conduction and repolarization - Nature
Detect hallucinations for RAG-based systems - Amazon Web Services
AI Is Deciphering Animal Speech. Should We Try to Talk Back? - Gizmodo
Meet your new colleague – the ML Admin, who tames LLMs so they're ready to rock - theregister.com
Tutorial: guidelines for the use of machine learning methods to mine genomes and proteomes for antibiotic discovery - Nature
Machine learning approach leads to discovery of high-performance infrared functional materials - Phys.org
Supervised Learning
Machine learning for improved density functional theory thermodynamics - Nature
Physics-driven self-supervised learning for fast high-resolution robust 3D reconstruction of light-field microscopy - Nature
What Is Self-Supervised Learning? - IBM
Self-supervised machine learning framework for high-throughput electron microscopy - Science | AAAS
Self-supervised machine learning adapts to new tasks without retraining - Tech Xplore
Multi-stage semi-supervised learning enhances white matter hyperintensity segmentation - Frontiers
Machine Learning at the Flatiron Institute - Simons Foundation
Evaluating masked self-supervised learning frameworks for 3D dental model segmentation tasks - Nature
Contrastive signal–dependent plasticity: Self-supervised learning in spiking neural circuits - Science | AAAS
Self-supervised learning for label-free segmentation in cardiac ultrasound - Nature
Unsupervised Learning
Unknown intrusion traffic detection method based on unsupervised learning and open-set recognition - Nature
Unsupervised Learning: The Revolution Powering Financial Insights - Forbes
Supervised and unsupervised learning reveal heroin-induced impairments in astrocyte structural plasticity - Science | AAAS
Machine learning uncovers social risk clusters linked to suicide across the US - Medical Xpress
MicroCloud Hologram Inc. Develops Neural Network-Based Quantum-Assisted Unsupervised Data Clustering Technology - TradingView
A method for unsupervised learning of coherent spatiotemporal patterns in multiscale data - PNAS
What Is Self-Supervised Learning? - IBM
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector Based Pseudo-Labels - Apple Machine Learning Research
Data Science vs Machine Learning vs Data Analytics [2025] - Simplilearn.com
Semisupervised Learning
Ambiguity-aware semi-supervised learning for leaf disease classification - Nature
Semisupervised Contrastive Learning for Bioactivity Prediction Using Cell Painting Image Data - ACS Publications
Harmonizing low-cost and regulatory air quality monitoring networks with interpretable semi-supervised learning: Reducing exposure misclassification in underrepresented communities - ScienceDirect.com
Multi-stage semi-supervised learning enhances white matter hyperintensity segmentation - Frontiers
Semi-supervised Learning: Artificial Intelligence Explained - Netguru
Semi-Supervised Learning Allows for Improved Segmentation With Reduced Annotations of Brain Metastases Using Multicenter MRI Data - Wiley Online Library
Semisupervised Learning to Boost hERG, Nav1.5, and Cav1.2 Cardiac Ion Channel Toxicity Prediction by Mining a Large Unlabeled Small Molecule Data Set - ACS Publications
SegMatch: semi-supervised surgical instrument segmentation - Scientific Reports - Nature
reinforcement learning
Near real-time online reinforcement learning with synchronous or asynchronous updates - Nature
LLMs Can Learn Complex Math from Just One Example: Researchers from University of Washington, Microsoft, and USC Unlock the Power of 1-Shot Reinforcement Learning with Verifiable Reward - MarkTechPost
New tool evaluates progress in reinforcement learning - MIT News
Co-Learning: code learning for multi-agent reinforcement collaborative framework with conversational natural language interfaces - Frontiers
The Rise And Rise Of Reinforcement Learning: AI’s Quiet Revolution - Forbes
You can now fine-tune your enterprise’s own version of OpenAI’s o4-mini reasoning model with reinforcement learning - VentureBeat
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation - ACS Publications
Reinforcement Learning for Long-Horizon Interactive LLM Agents - Apple Machine Learning Research
Targeted molecular generation with latent reinforcement learning - Nature
