Concepedia

Maria-Florina Balcan

MB

68

Publications

4.1K

Citations

38

H-Index

1994

Active since

Affiliations

Carnegie Mellon University(Current)

Georgia Institute of Technology

Princeton University

Tel Aviv University

IBM (United States)

Maria-Florina Balcan is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceData MiningArtificial IntelligenceKnowledge DiscoveryCombinatorial OptimizationPattern RecognitionComputational Complexity

Publications per year

1994–2024

68

Publications

68

Agnostic active learning

Maria-Florina Balcan, Alina Beygelzimer, John Langford · 2006 · 282 citations

Artificial Intelligence, Engineering, Machine Learning +16

Co-Training and Expansion: Towards Bridging Theory and Practice

Maria-Florina Balcan, Avrim Blum, Ke Yang · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 261 citations · Full text

Agnostic active learning

Maria-Florina Balcan, Alina Beygelzimer, John Langford · Journal of Computer and System Sciences · 2008 · 180 citations

Artificial Intelligence, Engineering, Machine Learning +8

A discriminative framework for clustering via similarity functions

Maria-Florina Balcan, Avrim Blum, Santosh Vempala · 2008 · 164 citations

Cluster Computing, Document Clustering, Similarity Functions +13

Item pricing for revenue maximization

Maria-Florina Balcan, Avrim Blum, Yishay Mansour · 2008 · 148 citations

Electronic Auction, Game Theory, Market Equilibrium Computation +18

Rows per page

1–5 of 68