Concepedia

Zachary C. Lipton

ZC

94

Publications

7.7K

Citations

44

H-Index

2014

Active since

Affiliations

Carnegie Mellon University(Current)

Amazon (United States)

University of California San Diego

California Institute of Technology

Google (United States)

Zachary C. Lipton is an author at Carnegie Mellon University specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningArtificial IntelligenceNatural Language ProcessingPattern RecognitionKnowledge DiscoveryPredictive Analytics

Publications per year

2014–2025

94

Publications

94

Optimal Thresholding of Classifiers to Maximize F1 Measure

Zachary C. Lipton, Charles Elkan, Balakrishnan Naryanaswamy · Lecture notes in computer science · 2014 · 555 citations · Full text

Classification Method, Engineering, Machine Learning +5

Learning to Diagnose with LSTM Recurrent Neural Networks

Zachary C. Lipton, David C. Kale, Charles Elkan et al. · arXiv (Cornell University) · 2015 · 516 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +15

The Mythos of Model Interpretability

Zachary C. Lipton · Communications of the ACM · 2018 · 456 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +12

Born Again Neural Networks

Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen et al. · arXiv (Cornell University) · 2018 · 443 citations · Full text

Deep Active Learning for Named Entity Recognition

Yanyao Shen, Hyokun Yun, Zachary C. Lipton et al. · 2017 · 370 citations · Full text

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