Concepedia

Alexander Lavin

AL

17

Publications

2.2K

Citations

15

H-Index

1959

Active since

Affiliations

Massachusetts Institute of Technology(Current)

The Alan Turing Institute

Nvidia (United States)

Unity Biotechnology (United States)

Stanford University

Alexander Lavin is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningEarth ScienceCoastal EngineeringArtificial IntelligenceGeographyHydrology

Publications per year

1959–2025

17

Publications

17

Unsupervised real-time anomaly detection for streaming data

Subutai Ahmad, Alexander Lavin, Scott Purdy et al. · Neurocomputing · 2017 · 942 citations · Full text

Anomaly Detection, Machine Learning, Anomaly Detection Algorithms +17

Evaluating Real-Time Anomaly Detection Algorithms -- The Numenta Anomaly Benchmark

Alexander Lavin, Subutai Ahmad · 2015 · 428 citations · Full text

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Dileep George, Wolfgang Lehrach, Ken Kansky et al. · Science · 2017 · 291 citations

Artificial Intelligence, Generative Vision Model, Engineering +21

Technology readiness levels for machine learning systems

Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic et al. · Nature Communications · 2022 · 143 citations · Full text

Electrical activity of the olfactory bulb during wakefulness and sleep

R. Hernández‐Peón, Alexander Lavin, C. Alcocer-Cuarón et al. · Electroencephalography and Clinical Neurophysiology · 1960 · 74 citations

Sleep, Neurobiological Mechanism, Sensory Neuroscience +12

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