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Books by Bernhard Schölkopf






Elements of Causal Inference
Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series)
by Jonas Peters, Dominik Janzing, Bernhard Schölkopf, Francis Bach, Bernhard Schoelkopf
Hardcover, 288 Pages, Published 2017 by The Mit Press
ISBN-13: 978-0-262-03731-0, ISBN: 0-262-03731-9






Predicting Structured Data(1st Edition)
(Neural Information Processing series)
by Thomas Hofmann, Ben Taskar, Alexander J. Smola, Gökhan H. Bakir, Bernhard Schã¶Lkopf, Gokhan Bakir, Goekhan Bakir, Bernhard Schoelkopf, Bernhard Schölkopf, Mehryar Mohri, Gökhan Hasan Bakır, Golchan Bakir, Bernard Scholkopf, The Mit Press
Hardcover, 360 Pages, Published 2007 by The Mit Press
ISBN-13: 978-0-262-02617-8, ISBN: 0-262-02617-1






Pattern Recognition and Machine Learning
(Information Science and Statistics)
by Alexander J. Smola, Thomas Hofmann, Bernhard Schölkopf, Gökhan Bakir, Ben Taskar, Jason Weston, Olivier Bousquet, Tobias Mann, William Stafford Noble, Yasemin Altun, Ioannis Tsochandiridis, Juho Rousu, Craig Saunders, Sander Szedmak, John Shawe-Taylor, Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer, Corinna Cortes, Mehryar Mohri, Hal Daumé Iii, Daniel Marcu, Yann Lecun, Sumit Chopra, Raia Hadsell, Marc'aurelio Ranzato, Fu Jie Huang, David A. Mcallester, Fernando Pérez-Cruz, Zoubin Ghahramani, Massimiliano Pontil, Matthias Seeger, Michael I. Jordan, Goekhan Bakir, Bernhard Schoelkopf
Paperback, 360 Pages, Published 2007 by The Mit Press
ISBN-13: 978-0-262-52804-7, ISBN: 0-262-52804-5






Advances in Neural Information Processing Systems 18(1st Edition)
Proceedings of the 2005 Conference (A Bradford Book) (v. 18)
by Yair Weiss, John Platt, Bernhard Schölkopf, Bernhard Schã Lkopf, Bernhard Sch÷Lkopf
Hardcover, 1,676 Pages, Published 2006 by The Mit Press
ISBN-13: 978-0-262-23253-1, ISBN: 0-262-23253-7






Advances in Neural Information Processing Systems 16(1st Edition)
Proceedings of the 2003 Conference (A Bradford Book) (v. 16)
by Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf, Bernhard Schã Lkopf, Bernhard Sch÷Lkopf, Bernhard Schoelkopf
Hardcover, 1,728 Pages, Published 2004 by A Bradford Book
ISBN-13: 978-0-262-20152-0, ISBN: 0-262-20152-6






Advances in Kernel Methods
Support Vector Learning
by Alexander J. Smola, Bernhard Schölkopf, Rosanna Soentpiet, Christopher J. Burges
Hardcover, 386 Pages, Published 1998 by The Mit Press
ISBN-13: 978-0-262-19416-7, ISBN: 0-262-19416-3






Kernel Mean Embedding of Distributions
A Review and Beyond (Foundations and Trends(r) in Machine Learning)
by Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur, Bernhard Schölkopf
Paperback, 154 Pages, Published 2017 by Now Publishers Inc
ISBN-13: 978-1-68083-288-4, ISBN: 1-68083-288-3






Adaptive Computation and Machine Learning Ser.
Elements of Causal Inference : Foundations and Learning Algorithms
by Jonas Peters, Dominik Janzing, Bernhard Schölkopf
288 Pages, Published 2017 by Mit Press
ISBN-13: 978-0-262-34429-6, ISBN: 0-262-34429-7






Robotics
Science and Systems VIII (Proceedings of the Robotics: Science and Systems Conference)
by Nicholas Roy, Siddhartha Srinivasa, Paul Newman, Priyanshu Agarwal, Suren Kumar, Julian Ryde, Jason Corso, Venkat Krovi, Nisar Ahmed, Jonathan Schoenberg, Mark Campbell, Michael Bloesch, Marco Hutter, Mark Hoepflinger, Stefan Leutenegger, Christian Gehring, C. David Remy, Roland Siegwart, Jonathan Brookshire, Seth Teller, Mitch Bryson, Matthew Johnson-Roberson, Oscar Pizzaro, Stefan Williams, Nick Colonnese, Allison Okamura, Debadeepta Dey, Tian Yu Liu, Martial Hebert, J. Andrew Bagnell, Mehmet R. Dogar, Kaijen Hsiao, Matei Ciocarlie, Bertrand Douillard, Navid Nourani-Vatani, Chris Roman, Ian Vaughn, Gabrielle Inglis, Anca Dragan, Jeremy Gillula, Claire Tomlin, Kyle Gilpin, Daniela Rus, Guido Gioioso, Gionata Salvietti, Monica Malvezzi, Domenico Prattichizzo, Michael Goodrich, Sean Kerman, Brian Pendleton, P. B. Sujit, Christoph Hartmann, Joschka Boedecker, Oliver Obst, Shuhei Ikemoto, Minoru Asada, Kris Hauser, Takayuki Kanda, Léonard Jaillet, Josep M. Porta, Abhinandan Jain, Cory Crean, Calvin Kuo, Hubertus Von Bremen, Steven Myint, Dominik Joho, Gian Diego Tipaldi, Nikolas Engelhard, Cyrill Stachniss, Wolfram Burgard, Brian Julian, Stephen L. Smith, Moslem Kazemi, Jean-Sebastien Valois, Nancy Pollard, Mirko Kovac, Maria Bendana, Rohit Krishnan, Jessica Burton, Michael Smith, Robert Wood, Markus Kuderer, Henrik Kretzschmar, Christoph Sprunk, Scott Kuindersma, Roderic A. Grupen, Andrew G. Barto, Tobias Kunz, Mike Stilman, Aleksandr Kushleyev, Vijay Kumar, Daniel Mellinger, Matteo Laffranchi, Nikos Tsagarakis, Darwin Caldwell, Yasir Latif, Cesar Cadena Lerma, José Neira, Mingyang Li, Anastasios Mourikis, Sejoon Lim, Christian Sommer, Evdokia Nikolova, Lantao Liu, Dylan Shell, Andrew Long, Kevin Wolfe, Michael Mashner, Greg Chirikjian, Ilya Lysenkov, Victor Eruhimov, Gary Bradski, William Maddern, Michael Milford, Gordon Wyeth, Bhaskara Marthi, Jun Nakanishi, Sethu Vijayakumar, Edwin Olson, Pratik Agarwal, Igor Paprotny, Christopher Levey, Paul Wright, Bruce R. Donald, Quang-Cuong Pham, Yoshihiko Nakamura, Michael Phillips, Benjamin Cohen, Sachin Chitta, Maxim Likhachev, Feifei Qian, Tingham Zhang, Chen Li, Aaron Hoover, Pierangelo Masarati, Paul Birkmeyer, Andrew Pullin, Ronald Fearing, Daniel Goldman, Konrad Rawlik, Marc Toussaint, Cyril Robin, Simon Lacroix, Eric Rombokas, Mark Malhotra, Evangelos Theodorou, Yoky Matsuoka, Emo Todorov, Shahar Sarid, Bingxin Xu, Hadas Kress-Gazit, Alexander Schepelmann, Hartmut Geyer, Michael Taylor, Luis Sentis, Josh Petersen, Roland Philippsen, Camillo Taylor, Anthony Cowley, Stefanie Tellex, Pratiksha Thaker, Robin Deits, Dimitar Simeonov, Thomas Kollar, Paul Vernaza, Venkatraman Narayanan, Heng Wang, Gibson Hu, Shoudong Huang, Gamini Dissanayake, Zhikun Wang, Marc Peter Deisenroth, Heni Ben Amor, David Vogt, Jan Peters, Ronald Wilcox, Stefanos Nikolaidis, Julie Shah, Eric Wolff, Ufuk Topcu, Richard Murray, Chanyeol Yoo, Robert Fitch, Salah Sukkarieh, Dmitry Zarubin, Vladimir Ivan, Taku Komura, Daniel Zelazo, Antonio Franchi, Paolo Robuffo Giordano, Bernhard Schölkopf, Frank Allgöwer, Heinrich Bülthoff, Bernhard Schoelkopf, Frank Allgoewer, Heinrich Buelthoff
Paperback, 504 Pages, Published 2013 by The Mit Press
ISBN-13: 978-0-262-51968-7, ISBN: 0-262-51968-2






Dynamic Faces(1st Edition)
Insights from Experiments and Computation (The MIT Press)
by Cristóbal Curio, Martin A. Giese, Heinrich H. Bülthoff, Tomaso A. Poggio, Alan Johnston, Alice O'toole, Dana Roark, Natalie Butcher, Karen Lander, Martin Breidt, Mario Kleiner, Barbara Knappmeyer, Harold Hill, David Leopold, Stephen V. Shepherd, Asif A. Ghazanfar, Aina Puce, Charles E. Schroeder, Patrik Vuilleumier, Ruthger Righart, Beatrice De Gelder, Pawan Sinha, Thomas Serre, Marian Stewart Bartlett, Gwen Littlewort, Esra Vural, Jake Whitehill, Tingfan Wu, Kang Lee, Javier Movellan, Steven M. Boker, Jeffrey F. Cohn, Christian Walder, Bernhard Schölkopf, Crist
Hardcover, 304 Pages, Published 2010 by The Mit Press
ISBN-13: 978-0-262-01453-3, ISBN: 0-262-01453-X






Semi-Supervised Learning
by Olivier Chapelle, Alexander Zien, Bernhard Schošlkopf, Bernhard Schölkopf
Published 2010
ISBN-13: 978-0-262-25589-9, ISBN: 0-262-25589-8






A Bradford Book Ser.
Advances in Neural Information Processing Systems 19 : Proceedings of the 2006 Conference
by John Platt, Thomas Hofmann, Bernhard Schölkopf
Published 2007
ISBN-13: 978-0-262-25373-4, ISBN: 0-262-25373-9






Advances In Neural Information Processing Systems 19
Proceedings of the 2006 Conference
by Bernhard Schölkopf, John Platt, Thomas Hofmann
Published 2007
ISBN-13: 978-0-262-25691-9, ISBN: 0-262-25691-6






Neural Information Processing
Predicting Structured Data
by Alexander J. Smola, Thomas Hofmann, Bernhard Schölkopf, Ben Taskar, Gökhan Bakir
Published 2007
ISBN-13: 978-0-262-25085-6, ISBN: 0-262-25085-3






Semi-supervised Learning
by Olivier Chapelle, Bernhard Schölkopf, Alexander Zien
Published 2006
ISBN-13: 978-1-4294-1408-1, ISBN: 1-4294-1408-1






Computational Molecular Biology Ser.
Kernel Methods in Computational Biology
by Bernhard Schölkopf, Koji Tsuda
Printed Access Code, Published 2004 by The Mit Press
ISBN-13: 978-0-262-25692-6, ISBN: 0-262-25692-4






Learning with Kernels
Support Vector Machines, Regularization, Optimization, and Beyond
by Alexander J. Smola, Bernhard Schölkopf
Published 2002
ISBN-13: 978-0-585-47759-6, ISBN: 0-585-47759-0






Adaptive Computation and Machine Learning Ser.
Learning with Kernels : Support Vector Machines, Regularization, Optimization, and Beyond
by Alexander J. Smola, Bernhard Schölkopf
Published 2001
ISBN-13: 978-0-262-25343-7, ISBN: 0-262-25343-7






Learning with Kernels
Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning series)
by Alexander J. Smola, Bernhard Schölkopf
Printed Access Code, 648 Pages, Published 2001 by The Mit Press
ISBN-13: 978-0-262-25693-3, ISBN: 0-262-25693-2






Adaptive Computation and Machine Learning Ser.
Learning with Kernels : Support Vector Machines, Regularization, Optimization, and Beyond
by Alexander J. Smola, Bernhard Schölkopf
Published 2001
ISBN-13: 978-0-262-29271-9, ISBN: 0-262-29271-8



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