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Dealing with the limitations of our noisy world

MIT Professor Tamara Broderick uses Bayesian inference to quantify uncertainty in an effort to better understand the limits of data analysis techniques. She collaborates with scientists in an array of fields, helping them craft better data analysis for their research.

United statesUnited kingdomJohns hopkinsTamara broderickInstitute for dataCase western universityUniversity of california at berkeleyLaboratory for informationDepartment of electrical engineeringWomen technology programCambridge universityElectrical engineeringComputer scienceDecision systemsTalented youthCase western

New Automated Method Aids in Quantifying Prediction Uncertainty

New Automated Method Aids in Quantifying Prediction Uncertainty
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

Martin ingramAndrew gelmanBryan giordanoTamara broderickNational science foundationUs office of naval researchLaboratory for informationDepartment of electrical engineeringJournal of machine learning researchUniversity of california at berkeleyColumbia universityInstitute for dataElectrical engineeringComputer scienceDecision systemsMachine learning

Automated method helps researchers quantify uncertainty in their predictions

A new technique can help researchers who use Bayesian inference achieve more accurate results more quickly, without a lot of additional work.

Tamara broderickMartin ingramAndrew gelmanBryan giordanoUs office of naval researchDepartment of electrical engineeringUniversity of california at berkeleyNational science foundationLaboratory for informationColumbia universityInstitute for dataJournal of machine learning researchElectrical engineeringComputer scienceDecision systemsMachine learning

Automated method helps researchers quantify uncertainty in their predictions

Automated method helps researchers quantify uncertainty in their predictions
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Tamara broderickBryan giordanoMartin ingramUniversity of california at berkeleyInstitute for dataLaboratory for informationJournal of machine learning researchDepartment of electrical engineeringElectrical engineeringComputer scienceDecision systemsMachine learningBlack box variational inferenceDeterministic objectiveMore accurateEven more black box

The tenured engineers of 2023

MIT faculty members Michael Birnbaum, Tamara Broderick, Tal Cohen, Betar Gallant, Rafael Jaramillo, Benedetto Marelli, Ellen Roche, Serguei Saavedra, and Justin Solomon have been granted tenure in six units across MIT’s School of Engineering in 2023.

Rafael jaramilloEllen rocheBenedetto marelliSerguei saavedraAnantha chandrakasanMichael birnbaumTamara broderickInstitute for dataSchool of engineeringInstitute for medical engineeringCareer development professorKoch institute for integrative cancer researchSchwarzman college of computingArtificial intelligence laboratoryLaboratory for informationThomas lord career development professor