Platform for Interactive Concept Learning (PICL)

成立时间：April 28, 2015

论文与出版物

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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
  
  论文与出版物
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  论文与出版物论文与出版物
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  论文与出版物论文与出版物
- 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
  
  论文与出版物论文与出版物项目
- 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
  
  论文与出版物项目项目
- 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
  
  论文与出版物

- 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
  
  论文与出版物
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  论文与出版物论文与出版物
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  论文与出版物论文与出版物
- 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
  
  论文与出版物论文与出版物项目
- 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
  
  论文与出版物项目项目
- 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
  
  论文与出版物
- 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
  
  论文与出版物
- 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
  
  论文与出版物论文与出版物项目
- 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
  
  论文与出版物项目项目
- 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
  
  论文与出版物

- 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
  
  论文与出版物
- A Characterization of Prediction Errors
  
  Chris Meek
  
  MSR-TR-2016-1105 | November 2016
  
  论文与出版物论文与出版物
- Analysis of a Design Pattern for Teaching with Features and Labels
  
  Chris Meek, Patrice Simard, Xiaojin Zhu
  
  MSR-TR-2016-1104 | November 2016
  
  论文与出版物论文与出版物
- 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
  
  论文与出版物
- 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
  
  论文与出版物论文与出版物项目
- 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
  
  论文与出版物项目项目

人员

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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