... Tijana Zrnic, Celestine Mendler- Dünner, and Moritz Hardt, “Performa- tive Prediction,” arXiv:2002.06673v1 [cs.LG], February 16, 2020, https://doi.org/10.48550 /arXiv.2002.06673. 63. Ibid. 64. As Hardt puts it, measurement error ...

... Tijana Zrnic , Celestine Mendler - Dünner , and Moritz Hardt . ( 2020 ) ' Performative Prediction . Proceedings of the 37th International Conference on Machine Learning , PMLR 119. http://proceedings.mlr.press/v119/perdomo20a ...

... Tijana Zrnic , Martin J. Wainwright , Michael I. Jordan . 2019. SAFFROM : An adaptive algorithm for online control , University of California at Berkeley . https://arxiv.org/ pdf / 1802.09098.pdf . Sabre , Inc. 2019a . Explore Beyond ...

... Tijana Zrnic . Solon Barocas is grateful for support from the John D. and Catherine T. MacArthur Foundation and Cornell Center for Social Sciences . Arvind Narayanan is grateful for support from the National Science Foundation under ...

... Tijana Zrnic , Celestine Mendler - Dünner , and Moritz Hardt . Performative Prediction . In International Conference on Machine Learning , pages 7599–7609 . PMLR , 11 2020 . [ 19 ] Alan Rubel , Clinton Castro , and Adam Pham . Agency ...

An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while ...

In this introductory book, we present some popular semi-supervised learning models, including self-training, mixture models, co-training and multiview learning, graph-based methods, and semi-supervised support vector machines.

This is the first book of its kind to successfully balance theory and practice, providing a state-of-the-art treatment on tolerance intervals and tolerance regions.

The book is a joy to read. Everyone who practices or teaches DOE should read this book.