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Workshop
Fri Jul 17 05:50 AM -- 02:30 PM (PDT)
MLRetrospectives: A Venue for Self-Reflection in ML Research
Jessica Forde · Jesse Dodge · Mayoore Jaiswal · Rosanne Liu · Ryan Lowe · Rosanne Liu · Joelle Pineau · Yoshua Bengio





The ICML Workshop on Retrospectives in Machine Learning will build upon the success of the 2019 NeurIPS Retrospectives workshop to further encourage the publication of retrospectives. A retrospective of a paper or a set of papers, by its author, takes the form of an informal paper. It provides a venue for authors to reflect on their previous publications, to talk about how their thoughts have changed following publication, to identify shortcomings in their analysis or results, and to discuss resulting extensions. The overarching goal of MLRetrospectives is to improve the science, openness, and accessibility of the machine learning field, by widening what is publishable and helping to identify opportunities for improvement. Retrospectives also give researchers and practitioners unable to attend conferences access to the author’s updated understanding of their work, which would otherwise only be accessible to their immediate circle. The machine learning community would benefit from retrospectives on much of the research which shapes our field, and this workshop will present an opportunity for a few retrospectives to be presented.

Welcome (Talk)
Ryan Lowe, Jessica Forde
Invited Talk: Bernhard Scholkopf (Talk)
Bernhard Schölkopf
Q&A: Bernhard Scholkopf (Q&A)
Bernhard Schölkopf, Mayoore Jaiswal
Invited Talk: Pascale Fung (Talk)
Pascale FUNG
Q&A: Pascale Fung (Q&A)
Pascale FUNG, Rosanne Liu
Invited Talk: Deborah Raji (Talk)
Deborah Raji
Q&A: Deborah Raji (Q&A)
Deborah Raji, Jessica Forde
Coffee Break (Break)
Contributed Talk: Jonathan Frankle (Talk)
Jonathan Frankle
Q&A: Jonathan Frankle (Q&A)
Jonathan Frankle, Mayoore Jaiswal
Invited Talk: Dani Yogatama (Talk)
Dani Yogatama
Q&A: Dani Yogatama (Q&A)
Dani Yogatama, Jesse Dodge, Jessica Forde
Panel Session (Panel)
Jessica Forde
Invited Talks: Anima Anandakumar (Talk)
Animashree Anandkumar
Q&A: Anima Anandakumar (Q&A)
Animashree Anandkumar, Jessica Forde
Lunch Break (Break)
Invited Talk: Margaret Mitchell (Talk)
Jesse Dodge
Q&A: Margaret Mitchell (Q&A)
Jesse Dodge
Invited Talk: Chris Maddison (Talk)
Chris Maddison
Q&A: Chris Maddison (Q&A)
Chris Maddison, Jessica Forde, Jesse Dodge
Contributed Talk: Jason Hartford (Talk)
Jason Hartford
Q&A: Jason Hartford (Q&A)
Jason Hartford, Jesse Dodge
Coffee Break (Break)
Invited Talk: Peter Henderson (Talk)
Peter Henderson
Q&A: Peter Henderson (Q&A)
Peter Henderson, Mayoore Jaiswal, Ryan Lowe
Brainstorming & Closing (Breakout session)
Mayoore Jaiswal, Ryan Lowe, Jesse Dodge, Jessica Forde, Rosanne Liu