Concepedia

Adam Tauman Kalai

AT

68

Publications

7K

Citations

38

H-Index

1997

Active since

Affiliations

Microsoft (United States)(Current)

Carnegie Mellon University

Georgia Institute of Technology

Massachusetts Institute of Technology

Toyota Technological Institute at Chicago

Adam Tauman Kalai is an author at Microsoft (United States) specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryNatural Language ProcessingData MiningComputational ComplexityArtificial IntelligenceComputational Linguistics

Publications per year

1997–2024

68

Publications

68

Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

Tolga Bolukbasi, Kai-Wei Chang, James Zou et al. · arXiv (Cornell University) · 2016 · 1.4K citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +27

Efficient algorithms for online decision problems

Adam Tauman Kalai, Santosh Vempala · Journal of Computer and System Sciences · 2004 · 605 citations

Engineering, Online Problem, Data Mining +8

Online convex optimization in the bandit setting: gradient descent without a gradient

Abraham D. Flaxman, Adam Tauman Kalai, H. Brendan McMahan · Symposium on Discrete Algorithms · 2005 · 595 citations

Gradient Descent, Regret Bounds, Machine Learning +11

Noise-tolerant learning, the parity problem, and the statistical query model

Avrim Blum, Adam Tauman Kalai, Hal Wasserman · Journal of the ACM · 2003 · 592 citations

Artificial Intelligence, Computational Complexity Theory, Engineering +26

Beating the hold-out

Avrim Blum, Adam Tauman Kalai, John Langford · 1999 · 261 citations · Full text

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