Kalyan Veeramachaneni

schoolMassachusetts Institute of Technologybar_chart#4946 Global Rank

Total Papers

HCI Rank

#4946

Research Areas

Years Active

Recent Publications

Latest papers from Kalyan Veeramachaneni

CSCW '22CorrespondingHuman-AI collaboration; Human-AI collaboration

MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series

Detecting anomalies in time-varying multivariate data is crucial in various industries for the predictive maintenance of equipment. Numerous machine learning (ML) algorithms have been proposed to support automated anomaly identification. However, a significant amount of human knowledge is still required to interpret,…

CSCW '21CorrespondingData Work Across Contexts and Disciplines

Enabling collaborative data science development with the Ballet framework

While the open-source software development model has led to successful large-scale collaborations in building software systems, data science projects are frequently developed by individuals or small teams. We describe challenges to scaling data science collaborations and present a conceptual framework and ML programmi…

CHI '195th+ AuthorAutoML Interfaces +1

ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning

To relieve the pain of manually selecting machine learning algorithms and tuning hyperparameters, automated machine learning (AutoML) methods have been developed to automatically search for good models. Due to the huge model search space, it is impossible to try all models. Users tend to distrust automatic results and…

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