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(53 events)   Timezone:  
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Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 102 C
Synergies in Geometric Data Analysis (TWO DAYS)
Marina Meila · Frederic Chazal · Yu-Chia Chen
Workshop
Fri Dec 08 08:00 AM -- 08:45 PM (PST) @ 103 A+B
Competition track
Sergio Escalera · Markus Weimer
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Seaside Ballroom
Advances in Approximate Bayesian Inference
Francisco Ruiz · Stephan Mandt · Cheng Zhang · James McInerney · James McInerney · Dustin Tran · Dustin Tran · David Blei · Max Welling · Tamara Broderick · Michalis Titsias
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ S7
Machine Learning for the Developing World
William Herlands · Maria De-Arteaga
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Regency Ballroom A+B+C
Extreme Classification: Multi-class & Multi-label Learning in Extremely Large Label Spaces
Manik Varma · Marius Kloft · Krzysztof Dembczynski
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 202
Machine Deception
Ian Goodfellow · Tim Hwang · Bryce Goodman · Mikel Rodriguez
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 101 B
Visually grounded interaction and language
Florian Strub · Harm de Vries · Abhishek Das · Satwik Kottur · Stefan Lee · Mateusz Malinowski · Olivier Pietquin · Devi Parikh · Dhruv Batra · Aaron Courville · Jeremie Mary
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Grand Ballroom B
Conversational AI - today's practice and tomorrow's potential
Alborz Geramifard · Jason Williams · Larry Heck · Jim Glass · Antoine Bordes · Steve Young · Gerald Tesauro
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 203
Discrete Structures in Machine Learning
Yaron Singer · Jeff A Bilmes · Andreas Krause · Stefanie Jegelka · Amin Karbasi
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Hall A
OPT 2017: Optimization for Machine Learning
Suvrit Sra · Sashank J. Reddi · Alekh Agarwal · Benjamin Recht
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ S5
Workshop on Worm's Neural Information Processing (WNIP)
Ramin Hasani · Manuel Zimmer · Stephen Larson · Tomas Kazmar · Radu Grosu
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ S4
Machine Learning for Molecules and Materials
Kristof Schütt · Klaus-Robert Müller · Anatole von Lilienfeld · José Miguel Hernández-Lobato · Klaus-Robert Müller · Alan Aspuru-Guzik · Bharath Ramsundar · Matt Kusner · Brooks Paige · Stefan Chmiela · Alexandre Tkatchenko · Anatole von Lilienfeld · Koji Tsuda
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 102 A+B
Advances in Modeling and Learning Interactions from Complex Data
Gautam Dasarathy · Mladen Kolar · Richard Baraniuk
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 104 A
Machine Learning for Health (ML4H) - What Parts of Healthcare are Ripe for Disruption by Machine Learning Right Now?
Jason Fries · Alex Wiltschko · Andrew Beam · Isaac S Kohane · Jasper Snoek · Peter Schulam · Madalina Fiterau · David Kale · Rajesh Ranganath · Bruno Jedynak · Michael Hughes · Tristan Naumann · Natalia Antropova · Adrian Dalca · SHUBHI ASTHANA · Prateek Tandon · Jaz Kandola · Uri Shalit · Marzyeh Ghassemi · Tim Althoff · Alexander Ratner · Jumana Dakka
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Seaview Ballroom
Machine Learning for Creativity and Design
Douglas Eck · David Ha · S. M. Ali Eslami · Sander Dieleman · Rebecca Fiebrink · Luba Elliott
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Shoreline
Machine Learning and Computer Security
Jacob Steinhardt · Nicolas Papernot · Bo Li · Chang Liu · Percy Liang · Dawn Song
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 104 B
Acting and Interacting in the Real World: Challenges in Robot Learning
Ingmar Posner · Raia Hadsell · Martin Riedmiller · Markus Wulfmeier · Rohan Paul
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 201 A
Machine Learning for Audio Signal Processing (ML4Audio)
Hendrik Purwins · Bob L. Sturm · Mark Plumbley
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Grand Ballroom A
NIPS 2017 Time Series Workshop
Vitaly Kuznetsov · Oren Anava · Scott Yang · Azadeh Khaleghi
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ S1
ML Systems Workshop @ NIPS 2017
Aparna Lakshmiratan · Sarah Bird · Siddhartha Sen · Christopher Ré · Li Erran Li · Joseph Gonzalez · Daniel Crankshaw
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Regency Ballroom D+E+F+H
Learning on Distributions, Functions, Graphs and Groups
Florence d'Alché-Buc · Krikamol Muandet · Bharath Sriperumbudur · Zoltán Szabó
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 102 C
6th Workshop on Automated Knowledge Base Construction (AKBC)
Jay Pujara · Dor Arad · Bhavana Dalvi Mishra · Tim Rocktäschel
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 101 A
Learning in the Presence of Strategic Behavior
Nika Haghtalab · Yishay Mansour · Tim Roughgarden · Vasilis Syrgkanis · Jennifer Wortman Vaughan
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 104 C
Deep Learning for Physical Sciences
Atilim Gunes Baydin · Mr. Prabhat · Kyle Cranmer · Frank Wood
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 201 B
Nearest Neighbors for Modern Applications with Massive Data: An Age-old Solution with New Challenges
George H Chen · Devavrat Shah · Christina Lee
Workshop
Fri Dec 08 08:00 AM -- 06:30 PM (PST) @ 204
Transparent and interpretable Machine Learning in Safety Critical Environments
Alessandra Tosi · Alfredo Vellido · Mauricio Álvarez
Workshop
Fri Dec 08 08:30 AM -- 06:30 PM (PST) @ Hall C
From 'What If?' To 'What Next?' : Causal Inference and Machine Learning for Intelligent Decision Making
Ricardo Silva · Panagiotis Toulis · John Shawe-Taylor · Alexander Volfovsky · Thorsten Joachims · Lihong Li · Nathan Kallus · Adith Swaminathan
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ S1
Machine Learning Challenges as a Research Tool
Isabelle Guyon · Evelyne Viegas · Sergio Escalera · Jacob D Abernethy
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 101 B
Deep Learning at Supercomputer Scale
Erich Elsen · Danijar Hafner · Zak Stone · Brennan Saeta
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 201 A
2017 NIPS Workshop on Machine Learning for Intelligent Transportation Systems
Li Erran Li · Anca Dragan · Juan Carlos Niebles · Silvio Savarese
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 102 A+B
Machine Learning on the Phone and other Consumer Devices
Hrishikesh Aradhye · Joaquin Quinonero Candela · Rohit Prasad
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Regency Ballroom A+B+C
Interpreting, Explaining and Visualizing Deep Learning - Now what ?
Klaus-Robert Müller · Andrea Vedaldi · Lars K Hansen · Wojciech Samek · Grégoire Montavon
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 203
Learning Disentangled Features: from Perception to Control
Emily Denton · Siddharth Narayanaswamy · Tejas Kulkarni · Honglak Lee · Diane Bouchacourt · Josh Tenenbaum · David Pfau
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 204
BigNeuro 2017: Analyzing brain data from nano to macroscale
Eva Dyer · Gregory Kiar · William Gray Roncal · · Konrad P Koerding · Joshua T Vogelstein
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 104 C
The future of gradient-based machine learning software & techniques
Alex Wiltschko · Bart van Merriënboer · Pascal Lamblin
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 103 C
Workshop on Prioritising Online Content
John Shawe-Taylor · Massimiliano Pontil · Nicolò Cesa-Bianchi · Emine Yilmaz · Chris Watkins · Sebastian Riedel · Marko Grobelnik
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ S7
Bayesian optimization for science and engineering
Ruben Martinez-Cantin · José Miguel Hernández-Lobato · Javier Gonzalez
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ S4
Emergent Communication Workshop
Jakob Foerster · Igor Mordatch · Angeliki Lazaridou · Kyunghyun Cho · Douwe Kiela · Pieter Abbeel
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Shoreline
Collaborate & Communicate: An exploration and practical skills workshop that builds on the experience of AIML experts who are both successful collaborators and great communicators.
Katherine Gorman
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 104 B
Machine Learning in Computational Biology
James Zou · Anshul Kundaje · Gerald Quon · Nicolo Fusi · Sara Mostafavi
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hyatt Hotel, Seaview Ballroom
Optimal Transport and Machine Learning
Olivier Bousquet · Marco Cuturi · Gabriel Peyré · Fei Sha · Justin Solomon
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Seaside Ballroom
Teaching Machines, Robots, and Humans
Maya Cakmak · Anna Rafferty · Adish Singla · Jerry Zhu · Sandra Zilles
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 101 A
(Almost) 50 shades of Bayesian Learning: PAC-Bayesian trends and insights
Benjamin Guedj · Pascal Germain · Francis Bach
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Grand Ballroom A
Hierarchical Reinforcement Learning
Andrew G Barto · Doina Precup · Shie Mannor · Tom Schaul · Roy Fox · Carlos Florensa
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hall C
Bayesian Deep Learning
Yarin Gal · José Miguel Hernández-Lobato · Christos Louizos · Andrew Wilson · Andrew Wilson · Diederik Kingma · Zoubin Ghahramani · Kevin Murphy · Max Welling
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 102 C
Synergies in Geometric Data Analysis (2nd day)
Marina Meila · Frederic Chazal · Yu-Chia Chen
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Grand Ballroom B
Learning with Limited Labeled Data: Weak Supervision and Beyond
Isabelle Augenstein · Stephen Bach · Eugene Belilovsky · Matthew Blaschko · Christoph Lampert · Edouard Oyallon · Emmanouil Antonios Platanios · Alexander Ratner · Christopher Ré
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hyatt Beacon Ballroom D+E+F+H
Workshop on Meta-Learning
Roberto Calandra · Frank Hutter · Hugo Larochelle · Sergey Levine
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 103 A+B
Medical Imaging meets NIPS
Ben Glocker · Ender Konukoglu · Hervé Lombaert · Kanwal Bhatia
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 202
NIPS Highlights (MLTrain), Learn How to code a paper with state of the art frameworks
Alex Dimakis · Nikolaos Vasiloglou · Guy Van den Broeck · Alexander Ihler · Assaf Araki
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 104 A
Cognitively Informed Artificial Intelligence: Insights From Natural Intelligence
Michael Mozer · Brenden Lake · Angela Yu
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ Hall A
Deep Learning: Bridging Theory and Practice
Sanjeev Arora · Maithra Raghu · Russ Salakhutdinov · Ludwig Schmidt · Oriol Vinyals
Workshop
Sat Dec 09 08:00 AM -- 06:30 PM (PST) @ 201 B
Aligned Artificial Intelligence
Dylan Hadfield-Menell · Jacob Steinhardt · David Duvenaud · David Krueger · Anca Dragan