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New system cleans messy data tables automatically

New system cleans messy data tables automatically May 12, 2021MIT MIT researchers have created a new system that automatically cleans “dirty data” —  the typos, duplicates, missing values, misspellings, and inconsistencies dreaded by data analysts, data engineers, and data scientists. The system, called PClean, is the latest in a series of domain-specific probabilistic programming languages written by researchers at the Probabilistic Computing Project that aim to simplify and automate th...
United States University Of California At Berkeley Beverly Hills David Pfau David Sontag Hanna Pasula

Understanding Diversity in STEM: WMPD Day | NSF - National Science Foundation

May 12 at 11 a.m. EDT. The event will celebrate the stories of women, minorities and persons with disabilities in STEM who are making a difference in our communities and around the world. Centered on the 2021 Women, Minorities, and Persons with Disabilities in Science and Engineering report, the event will feature perspectives and insights from the following speakers and more: Emilda Rivers, Ellen Ochoa,
Ellen Ochoa Marcia Mcnutt Iris Wagstaff Arthur Lupia Sethuraman Panchanathan Cora Marrett
Source: nsf.gov

New system cleans messy data tables automatically

According to surveys conducted by Anaconda and Figure Eight, data cleaning can take a quarter of a data scientists time. Automating the task is challenging because different datasets require different types of cleaning, and common-sense judgment calls about objects in the world are often needed (e.g., which of several cities called “Beverly Hills” someone lives in). PClean provides generic common-sense models for these kinds of judgment calls that can be customized to specific databases and...
United States University Of California At Berkeley Beverly Hills David Pfau David Sontag Hanna Pasula
Source: mit.edu

5/11/21 RT Panel

         The Roundtable Panel: a daily open discussion of issues in the news and beyond. Todays panelists are WAMC’s Alan Chartock, investigative journalist and UAlbany adjunct professor Rosemary Armao, Tetherless World Professor of Computer, Web and Cognitive Sciences at RPI and Director of the RPI-IBM Artificial Intelligence research collaboration Jim Hendler, and former Associate Editor of The Times Union Mike Spain. Tags: 
Alan Chartock Rosemary Armao Jim Hendler Roundtable Panel Cognitive Sciences Times Union Mike Spain
Source: wamc.org

Michale Fee appointed head of the Department of Brain and Cognitive Sciences

Share Michale Fee, the Glen V. and Phyllis F. Dorflinger Professor of Brain and Cognitive Sciences, has been named as the new head of the MIT Department of Brain and Cognitive Sciences (BCS), effective May 1. Fee, who also is an investigator in the McGovern Institute for Brain Research, succeeds James DiCarlo, the Peter de Florez Professor of Neuroscience, who announced in December that he was stepping down to become director of the MIT Quest for Intelligence. “I want to thank Jim for his imp...
United States Emilio Bizzi Stephen Chu Michale Fee Mriganka Sur James Dicarlo

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Spring 2021 Social, Behavioral and Economic Sciences Directorate (SBE) Advisory Committee Meeting | NSF

Broader Impacts 12:50 – 1:20 p.m. New SBE Funding Opportunities 1:20 – 1:35 p.m.                  SBE Contributions to Research, Development and Equity Dr. Arthur Lupia, AD, SBE 1:35 – 1:50 p.m.   2021 TBD, National Center for Science and Engineering Statistics (NCSES) 1:50 – 2:20 p.m.                  Break Evidence Act and a National Secure Data Service Implementation Challenges to Implementation Dr. Amy O’Hara, Research Professor, Massive Data Institute and Exe...
United States Deborah Olster Lisam Jackson Arthur Lupia Adam Russell Amy Ohara
Source: nsf.gov

Michale Fee appointed head of the Department of Brain and Cognitive Sciences

Credits: Photo: Justin Knight/McGovern Institute for Brain Research Previous image Next image Michale Fee, the Glen V. and Phyllis F. Dorflinger Professor of Brain and Cognitive Sciences, has been named as the new head of the MIT Department of Brain and Cognitive Sciences (BCS), effective May 1. Fee, who also is an investigator in the McGovern Institute for Brain Research, succeeds James DiCarlo, the Peter de Florez Professor of Neuroscience, who announced in D...
United States Emilio Bizzi Stephen Chu Michale Fee Mriganka Sur James Dicarlo
Source: mit.edu

IBEC researchers discover the neural mechanism of autonomous learning

IBEC researchers discover the neural mechanism of autonomous learning Thanks to the so-called deep learning, a subset of artificial intelligence (AI) algorithms inspired by the brain, machines can match human performance in perception and language recognition and even outperform humans in certain tasks. But do these synthetic biologically inspired systems learn in the same way that we do? According to a new article by first author Dr. Diogo Santos-Pata from the Synthetic Perceptive, Emotive and...
Ivan Soltesz Paul Verschure Diogo Santos Pata Emily Henderson Trends In Cognitive Sciences Research Professor

The neural mechanism of autonomous learning uncovered by researchers at IBEC

Credit: Brainx3.com, SPECS lab. Thanks to the so-called deep learning, a subset of artificial intelligence (AI) algorithms inspired by the brain, machines can match human performance in perception and language recognition and even outperform humans in certain tasks. But do these synthetic biologically inspired systems learn in the same way that we do? According to a new article by first author Dr. Diogo Santos-Pata from the Synthetic Perceptive, Emotive and Cognitive Systems lab (SPECS) at IBE...
Ivan Soltesz Paul Verschure Diogo Santos Pata Trends In Cognitive Sciences Research Professor Group Leader

Josh McDermott seeks to replicate the human auditory system

Credits: Image: M. Scott Brauer Caption: Developing these new computation models would be a major step toward developing new ways to help people who suffer from hearing loss, says McDermott, who recently earned tenure in MIT’s Department of Brain and Cognitive Sciences. Credits: Image: M. Scott Brauer Previous image Next image The human auditory system is a marvel of biology. It can follow a ...
Richard Godoy Ted Adelson Josh Mcdermott University College London Department Of Brain Mcgovern Institute For Brain Research
Source: mit.edu

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