Zachary C. Lipton - Concepedia

Author

Zachary C. Lipton

Also Known As

Anandkumar, Animashree, Balakrishnan, Sivaraman, Deng, Wesley Hanwen, Garg, Saurabh, Lipton, Zachary, Lipton, Zachary C, Lipton, Zachary C., Lipton, Zachary Chase, Z. Lipton, Zachary C Lipton

263

Publications

10.2K

Citations

H-Index

196

Concepts

All Affiliations

Carnegie Mellon University Amazon (United States)University of California San Diego California Institute of Technology Google (United States)

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	39	71	6K
2	Education	6	6	317
3	Arts	3	3	59
4	Business	2	2	40
5	Health Sciences	2	2	56

Zachary C. Lipton

Publications

7.7K

Citations

H-Index

Page 1

	Year	Citations
Optimal Thresholding of Classifiers to Maximize F1 Measure Zachary C. Lipton, Charles Elkan, Balakrishnan Naryanaswamy Lecture notes in computer science Classification MethodEngineeringMachine LearningData ScienceData Mining	2014	555
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary C. Lipton, David C. Kale, Charles Elkan, arXiv (Cornell University) Natural Language ProcessingStructured PredictionSequence ModellingEngineeringMachine Learning	2015	516
The Mythos of Model Interpretability Zachary C. Lipton Communications of the ACM Artificial IntelligenceCognitive ScienceEngineeringMachine LearningExplanation-based Learning	2018	456
Born Again Neural Networks Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen, arXiv (Cornell University)	2018	443
Deep Active Learning for Named Entity Recognition Yanyao Shen, Hyokun Yun, Zachary C. Lipton,	2017	370
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang, Songwei Ge, Eric P. Xing, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningCategory MembershipImage Analysis	2019	278
Born Again Neural Networks Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen, CaltechAUTHORS (California Institute of Technology) Artificial IntelligenceEngineeringMachine LearningDistillation ObjectivesRecurrent Neural Network	2018	276
Combating Adversarial Misspellings with Robust Word Recognition Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton	2019	268
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik, Eduard Hovy, Zachary C. Lipton arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningCorpus LinguisticsLanguage Processing	2019	232
Stochastic Activation Pruning for Robust Adversarial Defense Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, arXiv (Cornell University) Artificial IntelligenceReward HackingEngineeringMachine LearningGenerative Adversarial Network	2018	206

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