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27 Program Highlights »
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Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 204
Transparent and interpretable Machine Learning in Safety Critical Environments
Alessandra Tosi · Alfredo Vellido · Mauricio Álvarez
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ 101 A
Learning in the Presence of Strategic Behavior
Nika Haghtalab · Yishay Mansour · Tim Roughgarden · Vasilis Syrgkanis · Jennifer Wortman Vaughan
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ Grand Ballroom A
NIPS 2017 Time Series Workshop
Vitaly Kuznetsov · Oren Anava · Scott Yang · Azadeh Khaleghi
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ S1
ML Systems Workshop @ NIPS 2017
Aparna Lakshmiratan · Sarah Bird · Siddhartha Sen · Christopher Ré · Li Erran Li · Joseph Gonzalez · Daniel Crankshaw
Workshop
Fri Dec 8th 08:00 AM -- 08:45 PM @ 103 A+B
Competition track
Sergio Escalera · Markus Weimer
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 104 C
Deep Learning for Physical Sciences
Atilim Gunes Baydin · Mr. Prabhat · Kyle Cranmer · Frank Wood
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ Hall A
OPT 2017: Optimization for Machine Learning
Suvrit Sra · Sashank J. Reddi · Alekh Agarwal · Benjamin Recht
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ S7
Machine Learning for the Developing World
William Herlands · Maria De-Arteaga
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 102 C
Synergies in Geometric Data Analysis (TWO DAYS)
Marina Meila · Frederic Chazal · Yu-Chia Chen
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 102 C
6th Workshop on Automated Knowledge Base Construction (AKBC)
Jay Pujara · Danqi Chen · Bhavana Dalvi Mishra · Tim Rocktäschel
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 102 A+B
Advances in Modeling and Learning Interactions from Complex Data
Gautam Dasarathy · Mladen Kolar · Richard Baraniuk
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ Grand Ballroom B
Conversational AI - today's practice and tomorrow's potential
Alborz Geramifard · Jason D. Williams · Larry Heck · James Glass · Antoine Bordes · Steve Young · Gerald Tesauro
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ 201 B
Nearest Neighbors for Modern Applications with Massive Data: An Age-old Solution with New Challenges
George Chen · Devavrat Shah · Christina Lee
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 202
Machine Deception
Ian Goodfellow · Tim Hwang · Bryce Goodman · Mikel Rodriguez
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ S5
Workshop on Worm's Neural Information Processing (WNIP)
Ramin Hasani · Manuel Zimmer · Stephen Larson · Tomas Kazmar · Radu Grosu
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 201 A
Machine Learning for Audio Signal Processing (ML4Audio)
Hendrik Purwins · Bob L. Sturm · Mark Plumbley
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ Hyatt Hotel, Shoreline
Machine Learning and Computer Security
Jacob Steinhardt · Nicolas Papernot · Bo Li · Chang Liu · Percy Liang · Dawn Song
Workshop
Fri Dec 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ 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 8th 08:00 AM -- 06:30 PM @ 203
Discrete Structures in Machine Learning
Yaron Singer · Jeff A Bilmes · Andreas Krause · Stefanie Jegelka · Amin Karbasi
Workshop
Fri Dec 8th 08:30 AM -- 06:30 PM @ Hall C
From 'What If?' To 'What Next?' : Causal Inference and Machine Learning for Intelligent Decision Making
Ricardo Silva · Panagiotis Toulis · John S Shawe-Taylor · Alexander Volfovsky · Thorsten Joachims · Lihong Li · Nathan Kallus · Adith Swaminathan