Platform for Interactive Concept Learning (PICL)

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