David Sontag Books
Optimization For Machine Learning
By Zhang Liu, Arkadi Nemirovski, Masashi Sugiyama, Francis Bach, Olivier Bousquet, Rodolphe Jenatton, Alexandre D'Aspremont, Sebastian Nowozin, Dongmin Kim, Thomas, Werner, Lieven Vandenberghe, David Sontag, Taiji Suzuki, Stephen J. Wright, Mark Schmidt, Rémi Munos, Shie Mannor, Martin Andersen, Huan Xu, Elad Hazan, Suvrit Sra, Dimitri Bertsekas, Andrew FitzGibbon, Nicolas Le Roux, Anatoli Juditsky, Guillaume Obozinski, Shiqian Ma, Yoshua Bengio, Julien Mairal, Tommi Jaakkola, Katya Scheinberg, Joachim Dahl, Vojtech Franc, Sren Sonnenburg, Amir Globerson, Ryota Tomioka, Jacek Gondzio, Lon Bottou, Constantine Caramanis, Jean-Yves Audibert, Sbsatien Bubeck, Vijay Krishnamurthy, Selin Damla Ahipasaoglu
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning...
Read More
Optimization For Machine Learning
By Zhang Liu, Arkadi Nemirovski, Masashi Sugiyama, Francis Bach, Olivier Bousquet, Rodolphe Jenatton, Alexandre D'Aspremont, Sebastian Nowozin, Dongmin Kim, Thomas, Werner, Suvrit Sra, Lieven Vandenberghe, David Sontag, Taiji Suzuki, Stephen J. Wright, Mark Schmidt, Rémi Munos, Shie Mannor, Martin Andersen, Huan Xu, Elad Hazan, Dimitri Bertsekas, Andrew FitzGibbon, Nicolas Le Roux, Anatoli Juditsky, Guillaume Obozinski, Shiqian Ma, Yoshua Bengio, Julien Mairal, Tommi Jaakkola, Katya Scheinberg, Joachim Dahl, Vojtech Franc, Sren Sonnenburg, Amir Globerson, Ryota Tomioka, Jacek Gondzio, Lon Bottou, Constantine Caramanis, Jean-Yves Audibert, Sbsatien Bubeck, Vijay Krishnamurthy, Selin Damla Ahipasaoglu
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning...
Read More
Optimization For Machine Learning
By Zhang Liu, Arkadi Nemirovski, Masashi Sugiyama, Francis Bach, Olivier Bousquet, Rodolphe Jenatton, Alexandre D'Aspremont, Sebastian Nowozin, Dongmin Kim, Thomas, Werner, Suvrit Sra, Lieven Vandenberghe, David Sontag, Taiji Suzuki, Stephen J. Wright, Mark Schmidt, Rémi Munos, Shie Mannor, Martin Andersen, Huan Xu, Elad Hazan, Dimitri Bertsekas, Andrew FitzGibbon, Nicolas Le Roux, Anatoli Juditsky, Guillaume Obozinski, Shiqian Ma, Yoshua Bengio, Julien Mairal, Tommi Jaakkola, Edited By Suvrit Sra, Sebastian Nowozin, Katya Scheinberg, Joachim Dahl, Vojtech Franc, Sren Sonnenburg, Amir Globerson, Ryota Tomioka, Jacek Gondzio, Lon Bottou, Constantine Caramanis, Jean-Yves Audibert, Sbsatien Bubeck, Vijay Krishnamurthy, Selin Damla Ahipasaoglu
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning...
Read More