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52 The schedule is still incomplete Program Highlights »
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Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 127 + 128
Imperfect Decision Makers: Admitting Real-World Rationality
Miroslav Karny · David H Wolpert · David Rios Insua · Tatiana V. Guy
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 124 + 125
Machine Learning for Intelligent Transportation Systems
Li Erran Li · Trevor Darrell
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 116
Machine Learning for Health
Uri Shalit · Marzyeh Ghassemi · Jason Fries · Rajesh Ranganath · Theofanis Karaletsos · David Kale · Peter Schulam · Madalina Fiterau
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 111
Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Moustapha Cisse · Manik Varma · Samy Bengio
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 114
Representation Learning in Artificial and Biological Neural Networks
Leila Wehbe · Marcel Van Gerven · Moritz Grosse-Wentrup · Irina Rish · Brian Murphy · Georg Langs · Guillermo Cecchi · Anwar O Nunez-Elizalde
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ AC Barcelona Hotel - Barcelona Room
Practical Bayesian Nonparametrics
Nick Foti · Tamara Broderick · Trevor Campbell · Michael C. Hughes · Jeffrey Miller · Aaron Schein · Sinead A Williamson · Yanxun Xu
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Area 7 + 8
Efficient Methods for Deep Neural Networks
Mohammad Rastegari · Matthieu Courbariaux
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 211
Brains and Bits: Neuroscience meets Machine Learning
Alyson Fletcher · Eva L Dyer · Jascha Sohl-Dickstein · Joshua T Vogelstein · Konrad Koerding · Jakob H Macke
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. B
Cognitive Computation: Integrating Neural and Symbolic Approaches
Tarek R. Besold · Antoine Bordes · Gregory Wayne · Artur Garcez
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ AC Barcelona, Sagrada Familia
Interpretable Machine Learning for Complex Systems
Andrew G Wilson · Been Kim · William Herlands
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 115
3D Deep Learning
Fisher Yu · Joseph J Lim · Matthew D Fisher · Qixing Huang · Jianxiong Xiao
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 129 + 130
Challenges in Machine Learning: Gaming and Education
Isabelle Guyon · Evelyne Viegas · Balázs Kégl · Ben Hamner · Sergio Escalera
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Area 3
Adversarial Training
David Lopez-Paz · Leon Bottou · Alec Radford
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 122 + 123
Adaptive Data Analysis
Vitaly Feldman · Aaditya Ramdas · Aaron Roth · Adam Smith
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 133 + 134
Learning, Inference and Control of Multi-Agent Systems
Thore Graepel · Marc Lanctot · Joel Z Leibo · Guy Lever · Janusz Marecki · Frans A Oliehoek · Karl Tuyls · Vicky Holgate
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. A
The Future of Interactive Machine Learning
Kory Mathewson · Kaushik Subramanian · Mark K Ho · Robert Loftin · Joseph L Austerweil · Anna Harutyunyan · Doina Precup · Layla El Asri · Matthew Gombolay · Xiaojin Zhu · Sonia Chernova · Charles L Isbell · Patrick M Pilarski · Weng-Keen Wong · Manuela Veloso · Julie A Shah · Matthew Taylor · Brenna Argall · Michael Littman
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 120 + 121
Crowdsourcing and Machine Learning
Adish Singla · Rafael Frongillo · Matteo Venanzi
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. C
Intuitive Physics
Adam Lerer · Jiajun Wu · Josh Tenenbaum · Emmanuel Dupoux · Rob Fergus
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Area 2
Learning in High Dimensions with Structure
Nikhil Rao · Prateek Jain · Hsiang-Fu Yu · Ming Yuan · Francis Bach
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Area 1
Deep Reinforcement Learning
David Silver · Satinder Singh · Pieter Abbeel · Xi Chen
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 112
Advances in Approximate Bayesian Inference
Tamara Broderick · Stephan Mandt · James McInerney · Dustin Tran · David Blei · Kevin P Murphy · Andrew Gelman · Michael I Jordan
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 117
Time Series Workshop
Oren Anava · Marco Cuturi · Azadeh Khaleghi · Vitaly Kuznetsov · Sasha Rakhlin
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 131 + 132
Private Multi-Party Machine Learning
Borja Balle · Aurélien Bellet · David Evans · Adrià Gascón
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 113
Reliable Machine Learning in the Wild
Dylan Hadfield-Menell · Adrian Weller · David Duvenaud · Jacob Steinhardt · Percy S Liang
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Room 212
Machine Intelligence @ NIPS
Tomas Mikolov · Baroni Marco · Armand Joulin · Germán Kruszewski · Angeliki Lazaridou · Klemen Simonic
Workshop
Fri Dec 9th 08:00 AM -- 06:30 PM @ Area 5 + 6
Nonconvex Optimization for Machine Learning: Theory and Practice
Hossein Mobahi · Anima Anandkumar · Percy S Liang · Stefanie Jegelka · Anna E Choromanska
Workshop
Fri Dec 9th 12:00 -- 02:00 PM @ VIP Room
People and machines: Public views on machine learning, and what this means for machine learning researchers
Susannah Odell · Peter Donnelly · Jessica Montgomery · Sabine Hauert · Zoubin Ghahramani · Katherine Gorman
Workshop
Fri Dec 9th 02:30 -- 06:30 PM @ VIP Room
Neurorobotics: A Chance for New Ideas, Algorithms and Approaches
Elmar Rueckert · Martin Riedmiller
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 129 + 130
Machine Learning for Education
Richard Baraniuk · Jiquan Ngiam · Christoph Studer · Phillip Grimaldi · Andrew Lan
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. A
End-to-end Learning for Speech and Audio Processing
John Hershey · Philemon Brakel
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 117
Bayesian Optimization: Black-box Optimization and Beyond
Roberto Calandra · Bobak Shahriari · Javier Gonzalez · Frank Hutter · Ryan P Adams
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ VIP Room
Neurorobotics: A Chance for New Ideas, Algorithms and Approaches (2nd day)
Elmar Rueckert · Martin Riedmiller
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Area 7 + 8
Continual Learning and Deep Networks
Razvan Pascanu · Mark Ring · Tom Schaul
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 131 + 132
Connectomics II: Opportunities and Challenges for Machine Learning
Viren Jain · Srinivas C Turaga
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 212
Machine Learning in Computational Biology
Gerald Quon · Sara Mostafavi · James Y Zou · Barbara Engelhardt · Oliver Stegle · Nicolo Fusi
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Area 2
Optimizing the Optimizers
Maren Mahsereci · Alex J Davies · Philipp Hennig
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 115
The Future of Gradient-Based Machine Learning Software
Alex Wiltschko · Zachary DeVito · Frederic Bastien · Pascal Lamblin
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. B
Machine Learning for Spatiotemporal Forecasting
Florin Popescu · Sergio Escalera · Xavier Baró · Stephane Ayache · Isabelle Guyon
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Area 3
Deep Learning for Action and Interaction
Chelsea Finn · Raia Hadsell · David Held · Sergey Levine · Percy S Liang
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 211
Brains and Bits: Neuroscience meets Machine Learning (2nd day)
Alyson Fletcher · Eva L Dyer · Jascha Sohl-Dickstein · Joshua T Vogelstein · Konrad Koerding · Jakob H Macke
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 112
OPT 2016: Optimization for Machine Learning
Suvrit Sra · Francis Bach · Sashank J. Reddi · Niao He
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 120 + 121
Adaptive and Scalable Nonparametric Methods in Machine Learning
Aaditya Ramdas · Bharath K. Sriperumbudur · Arthur Gretton · Han Liu · John Lafferty · Samory Kpotufe · Zoltán Szabó
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 122 + 123
Computing with Spikes
Sander M Bohte · Thomas Nowotny · Cristina Savin · Davide Zambrano
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 116
Machine Learning Systems
Aparna Lakshmiratan · Li Erran Li · Siddhartha Sen · Sarah Bird · Hussein Mehanna
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 133 + 134
"What If?" Inference and Learning of Hypothetical and Counterfactual Interventions in Complex Systems
Ricardo Silva · John Shawe-Taylor · Adith Swaminathan · Thorsten Joachims
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 111
Large Scale Computer Vision Systems
Manohar Paluri · Lorenzo Torresani · Gal Chechik · Dario Garcia · Du Tran
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Hilton Diag. Mar, Blrm. C
Let's Discuss: Learning Methods for Dialogue
Hal Daume III · Paul Mineiro · Amanda Stent · Jason E Weston
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 113
Neural Abstract Machines & Program Induction
Matko Bošnjak · Nando de Freitas · Tejas D Kulkarni · Arvind Neelakantan · Scott E Reed · Sebastian Riedel · Tim Rocktäschel
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Area 5 + 6
Learning with Tensors: Why Now and How?
Anima Anandkumar · Rong Ge · Yan Liu · Maximilian Nickel · Qi (Rose) Yu
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 127 + 128
Constructive Machine Learning
Fabrizio Costa · Thomas Gärtner · Andrea Passerini · Francois Pachet
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Room 114
Towards an Artificial Intelligence for Data Science
Charles Sutton · James Geddes · Zoubin Ghahramani · Padhraic Smyth · Chris Williams
Workshop
Sat Dec 10th 08:00 AM -- 06:30 PM @ Area 1
Bayesian Deep Learning
Yarin Gal · Christos Louizos · Zoubin Ghahramani · Kevin P Murphy · Max Welling