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Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 113
Reliable Machine Learning in the Wild
In Friday Workshops
Dylan Hadfield-Menell · Adrian Weller · David Duvenaud · Jacob Steinhardt · Percy Liang
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Area 2
Learning in High Dimensions with Structure
In Friday Workshops
Nikhil Rao · Prateek Jain · Hsiang-Fu Yu · Ming Yuan · Francis Bach
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Area 3
Adversarial Training
In Friday Workshops
David Lopez-Paz · Leon Bottou · Alec Radford
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 131 + 132
Private Multi-Party Machine Learning
In Friday Workshops
Borja Balle · Aurélien Bellet · David Evans · Adrià Gascón
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 133 + 134
Learning, Inference and Control of Multi-Agent Systems
In Friday Workshops
Thore Graepel · Marc Lanctot · Joel Leibo · Guy Lever · Janusz Marecki · Frans Oliehoek · Karl Tuyls · Vicky Holgate
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 211
Brains and Bits: Neuroscience meets Machine Learning
In Friday Workshops
Alyson Fletcher · Eva Dyer · Jascha Sohl-Dickstein · Joshua T Vogelstein · Konrad Koerding · Jakob H Macke
[ Video] 
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Area 7 + 8
Efficient Methods for Deep Neural Networks
In Friday Workshops
Mohammad Rastegari · Matthieu Courbariaux
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 124 + 125
Machine Learning for Intelligent Transportation Systems
In Friday Workshops
Li Erran Li · Trevor Darrell
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ AC Barcelona, Sagrada Familia
Interpretable Machine Learning for Complex Systems
In Friday Workshops
Andrew Wilson · Been Kim · William Herlands
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 127 + 128
Imperfect Decision Makers: Admitting Real-World Rationality
In Friday Workshops
Miroslav Karny · David H Wolpert · David Rios Insua · Tatiana V. Guy
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 117
Time Series Workshop
In Friday Workshops
Oren Anava · Marco Cuturi · Azadeh Khaleghi · Vitaly Kuznetsov · Sasha Rakhlin
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 122 + 123
Adaptive Data Analysis
In Friday Workshops
Vitaly Feldman · Aaditya Ramdas · Aaron Roth · Adam Smith
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 212
Machine Intelligence @ NIPS
In Friday Workshops
Tomas Mikolov · Baroni Marco · Armand Joulin · Germán Kruszewski · Angeliki Lazaridou · Klemen Simonic
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ AC Barcelona Hotel - Barcelona Room
Practical Bayesian Nonparametrics
In Friday Workshops
Nick Foti · Tamara Broderick · Trevor Campbell · Michael Hughes · Jeffrey Miller · Aaron Schein · Sinead Williamson · Yanxun Xu
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 115
3D Deep Learning
In Friday Workshops
Fisher Yu · Joseph Lim · Matthew D Fisher · Qixing Huang · Jianxiong Xiao
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. C
Intuitive Physics
In Friday Workshops
Adam Lerer · Jiajun Wu · Josh Tenenbaum · Emmanuel Dupoux · Rob Fergus
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 120 + 121
Crowdsourcing and Machine Learning
In Friday Workshops
Adish Singla · Rafael Frongillo · Matteo Venanzi
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. B
Cognitive Computation: Integrating Neural and Symbolic Approaches
In Friday Workshops
Tarek R. Besold · Antoine Bordes · Gregory Wayne · Artur Garcez
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 114
Representation Learning in Artificial and Biological Neural Networks
In Friday Workshops
Leila Wehbe · Marcel Van Gerven · Moritz Grosse-Wentrup · Irina Rish · Brian Murphy · Georg Langs · Guillermo Cecchi · Anwar O Nunez-Elizalde
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 129 + 130
Challenges in Machine Learning: Gaming and Education
In Friday Workshops
Isabelle Guyon · Evelyne Viegas · Balázs Kégl · Ben Hamner · Sergio Escalera
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 111
Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
In Friday Workshops
Moustapha Cisse · Manik Varma · Samy Bengio
[ Video] 
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Area 5 + 6
Nonconvex Optimization for Machine Learning: Theory and Practice
In Friday Workshops
Hossein Mobahi · Anima Anandkumar · Percy Liang · Stefanie Jegelka · Anna Choromanska
[ Video] 
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Area 1
Deep Reinforcement Learning
In Friday Workshops
David Silver · Satinder Singh · Pieter Abbeel · Peter Chen
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 112
Advances in Approximate Bayesian Inference
In Friday Workshops
Tamara Broderick · Stephan Mandt · James McInerney · Dustin Tran · David Blei · Kevin Murphy · Andrew Gelman · Michael I Jordan
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Room 116
Machine Learning for Health
In Friday Workshops
Uri Shalit · Marzyeh Ghassemi · Jason Fries · Rajesh Ranganath · Theofanis Karaletsos · David Kale · Peter Schulam · Madalina Fiterau
Workshop
Thu Dec 08 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. A
The Future of Interactive Machine Learning
In Friday Workshops
Kory Mathewson @korymath · Kaushik Subramanian · Mark Ho · Robert Loftin · Joseph L Austerweil · Anna Harutyunyan · Doina Precup · Layla El Asri · Matthew Gombolay · Jerry Zhu · Sonia Chernova · Charles Isbell · Patrick M Pilarski · Weng-Keen Wong · Manuela Veloso · Julie A Shah · Matthew Taylor · Brenna Argall · Michael Littman
Workshop
Fri Dec 09 03:00 AM -- 05:00 AM (PST) @ VIP Room
People and machines: Public views on machine learning, and what this means for machine learning researchers
In Friday Workshops
Susannah Odell · Peter Donnelly · Jessica Montgomery · Sabine Hauert · Zoubin Ghahramani · Katherine Gorman
Workshop
Fri Dec 09 05:30 AM -- 09:30 AM (PST) @ VIP Room
Neurorobotics: A Chance for New Ideas, Algorithms and Approaches
In Friday Workshops
Elmar Rueckert · Martin Riedmiller
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Area 5 + 6
Learning with Tensors: Why Now and How?
In Saturday Workshops
Anima Anandkumar · Rong Ge · Yan Liu · Maximilian Nickel · Qi (Rose) Yu
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 129 + 130
Machine Learning for Education
In Saturday Workshops
Richard Baraniuk · Jiquan Ngiam · Christoph Studer · Phillip Grimaldi · Andrew Lan
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 133 + 134
"What If?" Inference and Learning of Hypothetical and Counterfactual Interventions in Complex Systems
In Saturday Workshops
Ricardo Silva · John Shawe-Taylor · Adith Swaminathan · Thorsten Joachims
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ VIP Room
Neurorobotics: A Chance for New Ideas, Algorithms and Approaches (2nd day)
In Friday Workshops
Elmar Rueckert · Martin Riedmiller
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 112
OPT 2016: Optimization for Machine Learning
In Saturday Workshops
Suvrit Sra · Francis Bach · Sashank J. Reddi · Niao He
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 211
Brains and Bits: Neuroscience meets Machine Learning (2nd day)
In Friday Workshops
Allie Fletcher · Eva Dyer · Jascha Sohl-Dickstein · Joshua T Vogelstein · Konrad Koerding · Jakob H Macke
[ Video] 
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 114
Towards an Artificial Intelligence for Data Science
In Saturday Workshops
Charles Sutton · James Geddes · Zoubin Ghahramani · Padhraic Smyth · Chris Williams
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 116
Machine Learning Systems
In Saturday Workshops
Aparna Lakshmiratan · Li Erran Li · Siddhartha Sen · Sarah Bird · Hussein Mehanna
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. C
Let's Discuss: Learning Methods for Dialogue
In Saturday Workshops
Hal Daumé III · Paul Mineiro · Amanda Stent · Jason E Weston
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 115
The Future of Gradient-Based Machine Learning Software
In Saturday Workshops
Alex Wiltschko · Zachary DeVito · Frederic Bastien · Pascal Lamblin
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. B
Machine Learning for Spatiotemporal Forecasting
In Saturday Workshops
Florin Popescu · Sergio Escalera · Xavier Baró · Stephane Ayache · Isabelle Guyon
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 111
Large Scale Computer Vision Systems
In Saturday Workshops
Manohar Paluri · Lorenzo Torresani · Gal Chechik · Dario Garcia · Du Tran
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Area 3
Deep Learning for Action and Interaction
In Saturday Workshops
Chelsea Finn · Raia Hadsell · David Held · Sergey Levine · Percy Liang
[ Video] 
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 212
Machine Learning in Computational Biology
In Saturday Workshops
Gerald Quon · Sara Mostafavi · James Y Zou · Barbara Engelhardt · Oliver Stegle · Nicolo Fusi
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 131 + 132
Connectomics II: Opportunities and Challenges for Machine Learning
In Saturday Workshops
Viren Jain · Srinivas C Turaga
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 122 + 123
Computing with Spikes
In Saturday Workshops
Sander M Bohte · Thomas Nowotny · Cristina Savin · Davide Zambrano
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Area 2
Optimizing the Optimizers
In Saturday Workshops
Maren Mahsereci · Alex Davies · Philipp Hennig
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 117
Bayesian Optimization: Black-box Optimization and Beyond
In Saturday Workshops
Roberto Calandra · Bobak Shahriari · Javier Gonzalez · Frank Hutter · Ryan Adams
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Area 7 + 8
Continual Learning and Deep Networks
In Saturday Workshops
Razvan Pascanu · Mark Ring · Tom Schaul
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 120 + 121
Adaptive and Scalable Nonparametric Methods in Machine Learning
In Saturday Workshops
Aaditya Ramdas · Arthur Gretton · Bharath Sriperumbudur · Han Liu · John Lafferty · Samory Kpotufe · Zoltán Szabó
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Area 1
Bayesian Deep Learning
In Saturday Workshops
Yarin Gal · Christos Louizos · Zoubin Ghahramani · Kevin Murphy · Max Welling
[ Video] 
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 127 + 128
Constructive Machine Learning
In Saturday Workshops
Fabrizio Costa · Thomas Gärtner · Andrea Passerini · Francois Pachet
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Room 113
Neural Abstract Machines & Program Induction
In Saturday Workshops
Matko Bošnjak · Nando de Freitas · Tejas Kulkarni · Arvind Neelakantan · Scott E Reed · Sebastian Riedel · Tim Rocktäschel
[ Video] 
Workshop
Fri Dec 09 11:00 PM -- 09:30 AM (PST) @ Hilton Diag. Mar, Blrm. A
End-to-end Learning for Speech and Audio Processing
In Saturday Workshops
John Hershey · Philemon Brakel