Concepedia

Aritra Ghosh

AG

13

Publications

5K

Citations

11

H-Index

2004

Active since

Affiliations

University of Massachusetts Amherst(Current)

Indian Institute of Science Bangalore

Microsoft Research (India)

Stanford University

Aritra Ghosh is an author at University of Massachusetts Amherst specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningSupervised LearningArtificial IntelligenceSemi-supervised LearningUncertainty QuantificationNoise

Publications per year

2004–2021

13

Publications

13

Randomized gossip algorithms

Stephen Boyd, Aritra Ghosh, Balaji Prabhakar et al. · IEEE Transactions on Information Theory · 2006 · 2.5K citations

Cluster Computing, Engineering, Distributed Algorithms +16

Robust Loss Functions under Label Noise for Deep Neural Networks

Aritra Ghosh, Himanshu Kumar, P. S. Sastry · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 887 citations · Full text

Artificial Intelligence, Risk Minimization, Machine Learning +14

Gossip algorithms: design, analysis and applications

Stephen Boyd, Aritra Ghosh, B. Prabbakar et al. · 2005 · 567 citations

Cluster Computing, Population Protocol, Network Science +12

Context-Aware Attentive Knowledge Tracing

Aritra Ghosh, Neil T. Heffernan, Andrew Lan · 2020 · 461 citations · Full text

Question Embeddings, Llm Fine-tuning, Engineering +18

Making risk minimization tolerant to label noise

Aritra Ghosh, Naresh Manwani, P. S. Sastry · Neurocomputing · 2015 · 225 citations · Full text

Engineering, Machine Learning, Uncertainty Quantification +9

Rows per page

1–5 of 13