2011 · Machine learning
Building high-level features using large scale unsupervised learning
Selected research in machine learning, efficient ai. Read the full paper, including the methods, experiments, and reported results.
Paper & contextAndrew Ng
Learning features from unlabeled data at scale.
Ng’s research spans representation learning and practical machine learning applications. The selected papers connect large-scale feature learning and speech recognition with medical imaging and more recent evaluations of language-model agents.
Selected work
10 papers
2017 · Machine learning
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2019 · Machine learning
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2015 · Machine learning
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Selected research in machine learning, ai safety. Read the full paper, including the methods, experiments, and reported results.
Paper & context2014 · Machine learning
Deep Speech: Scaling up end-to-end speech recognition
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2012 · Machine learning
Learning Factor Graphs in Polynomial Time & Sample Complexity
Selected research in machine learning, probabilistic learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Machine learning
UQ: Assessing Language Models on Unsolved Questions
Selected research in machine learning, ai evaluation. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Machine learning
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Machine learning
Spatiotemporal Pyramid Flow Matching for Climate Emulation
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Machine learning
STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
Selected research in machine learning. Read the full paper, including the methods, experiments, and reported results.
Paper & contextAn independent editorial profile. Inclusion does not imply Council membership or endorsement. Research is collaborative; coauthorship does not imply sole credit.
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