Ronei Leonel

Ronei Leonel

Machine learning and econometrics

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The American Economic Association has an excellent webcast about the complementarities and differences between machine learning and econometrics. Susan Athey and Guido Imbens did an amazing job making the materials accessible to everyone. You can access the webcast at the link Machine Learning and Econometrics. Materials are available at Google Drive ML folder.

I also recommend Susan Athey’s talk at the NeurIPS 2018 about counterfactual inference. counterfactual inference

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Meet the Scholars - Strategic Management Division

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During this month, the Strategic Management Division is promoting the Meet the Scholar series in which the well-known scholars talk about their trajectory, research, and the future of strategic management research. I strongly recommend it. You can check the playlist below or access specific talks.

Deep learning lectures

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Machine Learning Tokyo, a nonprofit organization dedicated to democratizing Machine Learning, compiled several lectures about deep learning in this github repository. I highly recommend the Introduction to Deep Learning and NLP with Deep Learning courses.

SO! Virtual Special Issue on Methods

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The Strategic Organization made available a virtual special issue compiling the research method articles published in the journal. Bascle (2008) and Hamilton and Nickerson (2003), for instance, are must-read papers about endogeneity for Ph.D. students. The Credibility crisis in strategic management research paper, from Bergh and colleagues (2017), is also a must-read for anyone who does research in strategy.

Topic Models by David Blei

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In this talk, prof. Blei offers a clear introduction about probabilist topic models and some of its applications.