Platform for Interactive Concept Learning (PICL)

Established: April 28, 2015

Publications

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- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  Publication Publication
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Project
- Rapidly Scaling Dialog Systems with Interactive Learning
  
  Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
  
  January 2015
  
  Publication Project Project
- ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
  
  Patrice Simard, Max Chickering, Apama Lakshmiratan, Denis Charles, Leon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh
  
  MSR-TR-2014-128 | September 2014
  
  Publication

- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  Publication Publication
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Project
- Rapidly Scaling Dialog Systems with Interactive Learning
  
  Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
  
  January 2015
  
  Publication Project Project
- ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
  
  Patrice Simard, Max Chickering, Apama Lakshmiratan, Denis Charles, Leon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh
  
  MSR-TR-2014-128 | September 2014
  
  Publication
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Project
- Rapidly Scaling Dialog Systems with Interactive Learning
  
  Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
  
  January 2015
  
  Publication Project Project
- ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
  
  Patrice Simard, Max Chickering, Apama Lakshmiratan, Denis Charles, Leon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh
  
  MSR-TR-2014-128 | September 2014
  
  Publication

- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  Publication Publication
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  Publication Publication
- ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
  
  Patrice Simard, Max Chickering, Apama Lakshmiratan, Denis Charles, Leon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh
  
  MSR-TR-2014-128 | September 2014
  
  Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Project
- Rapidly Scaling Dialog Systems with Interactive Learning
  
  Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
  
  January 2015
  
  Publication Project Project

People

Saleema Amershi

Partner Research Manager

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Geoff Cox

Principal RSDE Lead

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Jina Suh

Principal Researcher

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