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Workshop
Sat Dec 12 01:00 AM -- 12:10 PM (PST)
Algorithmic Fairness through the Lens of Causality and Interpretability
In Workshops Sat
Awa Dieng · Jessica Schrouff · Matt Kusner · Golnoosh Farnadi · Fernando Diaz
Workshop
Sat Dec 12 02:30 AM -- 11:25 AM (PST)
Medical Imaging Meets NeurIPS
In Workshops Sat
Jonas Teuwen · Qi Dou · Ben Glocker · Ipek Oguz · Aasa Feragen · Hervé Lombaert · Ender Konukoglu · Marleen de Bruijne
Workshop
Sat Dec 12 03:00 AM -- 04:00 PM (PST)
Learning Meets Combinatorial Algorithms
In Workshops Sat
Marin Vlastelica · Jialin Song · Aaron Ferber · Brandon Amos · Georg Martius · Bistra Dilkina · Yisong Yue
Workshop
Sat Dec 12 04:00 AM -- 02:00 PM (PST)
Machine Learning for the Developing World (ML4D): Improving Resilience
In Workshops Sat
Tejumade Afonja · Konstantin Klemmer · Niveditha Kalavakonda · Oluwafemi Azeez · Aya Salama · Paula Rodriguez Diaz
Workshop
Sat Dec 12 04:30 AM -- 03:45 PM (PST)
Biological and Artificial Reinforcement Learning
In Workshops Sat
Raymond Chua · Feryal Behbahani · Julie J Lee · Sara Zannone · Rui Ponte Costa · Blake Richards · Ida Momennejad · Doina Precup
Workshop
Sat Dec 12 04:45 AM -- 02:45 PM (PST)
I Can’t Believe It’s Not Better! Bridging the gap between theory and empiricism in probabilistic machine learning
In Workshops Sat
Jessica Forde · Francisco Ruiz · Melanie Fernandez Pradier · Aaron Schein · Finale Doshi-Velez · Isabel Valera · David Blei · Hanna Wallach
Workshop
Sat Dec 12 04:50 AM -- 03:00 PM (PST)
Machine Learning for Engineering Modeling, Simulation and Design
In Workshops Sat
Alex Beatson · Priya Donti · Amira Abdel-Rahman · Stephan Hoyer · Rose Yu · J. Zico Kolter · Ryan Adams
Workshop
Sat Dec 12 05:15 AM -- 03:00 PM (PST)
Machine Learning for Creativity and Design 4.0
In Workshops Sat
Luba Elliott · Sander Dieleman · Adam Roberts · Tom White · Daphne Ippolito · Holly Grimm · Mattie Tesfaldet · Samaneh Azadi
Workshop
Sat Dec 12 05:20 AM -- 12:55 PM (PST)
Cooperative AI
In Workshops Sat
Thore Graepel · Dario Amodei · Vincent Conitzer · Allan Dafoe · Gillian Hadfield · Eric Horvitz · Sarit Kraus · Kate Larson · Yoram Bachrach
Workshop
Sat Dec 12 05:30 AM -- 03:00 PM (PST)
Navigating the Broader Impacts of AI Research
In Workshops Sat
Carolyn Ashurst · Rosie Campbell · Deborah Raji · Solon Barocas · Stuart Russell
Workshop
Sat Dec 12 05:30 AM -- 01:00 PM (PST)
Machine Learning for Molecules
In Workshops Sat
José Miguel Hernández-Lobato · Matt Kusner · Brooks Paige · Marwin Segler · Jennifer Wei
Workshop
Sat Dec 12 06:00 AM -- 03:00 PM (PST)
Wordplay: When Language Meets Games
In Workshops Sat
Prithviraj Ammanabrolu · Matthew Hausknecht · Xingdi Yuan · Marc-Alexandre Côté · Adam Trischler · Kory Mathewson @korymath · John Urbanek · Jason Weston · Mark Riedl
Workshop
Sat Dec 12 06:00 AM -- 04:30 PM (PST)
Beyond BackPropagation: Novel Ideas for Training Neural Architectures
In Workshops Sat
Mateusz Malinowski · Grzegorz Swirszcz · Viorica Patraucean · Marco Gori · Yanping Huang · Sindy Löwe · Anna Choromanska
Workshop
Sat Dec 12 06:00 AM -- 02:00 PM (PST)
MLPH: Machine Learning in Public Health
In Workshops Sat
Rumi Chunara · Abraham Flaxman · Daniel Lizotte · Chirag Patel · Laura Rosella
Workshop
Sat Dec 12 06:30 AM -- 02:30 PM (PST)
Interpretable Inductive Biases and Physically Structured Learning
In Workshops Sat
Michael Lutter · Alexander Terenin · Shirley Ho · Lei Wang
Workshop
Sat Dec 12 06:45 AM -- 09:00 PM (PST)
AI for Earth Sciences
In Workshops Sat
Surya Karthik Mukkavilli · Johanna Hansen · Natasha Dudek · Tom Beucler · Kelly Kochanski · Mayur Mudigonda · Karthik Kashinath · Amy McGovern · Paul D Miller · Chad Frischmann · Pierre Gentine · Gregory Dudek · Aaron Courville · Daniel Kammen · Vipin Kumar
Workshop
Sat Dec 12 07:00 AM -- 02:10 PM (PST)
Talking to Strangers: Zero-Shot Emergent Communication
In Workshops Sat
Marie Ossenkopf · Angelos Filos · Abhinav Gupta · Michael Noukhovitch · Angeliki Lazaridou · Jakob Foerster · Kalesha Bullard · Rahma Chaabouni · Eugene Kharitonov · Roberto Dessì
Workshop
Sat Dec 12 07:00 AM -- 02:30 PM (PST)
Machine Learning for Mobile Health
In Workshops Sat
Joseph Futoma · Walter Dempsey · Katherine Heller · Yian Ma · Nicholas Foti · Marianne Njifon · Kelly Zhang · Jieru Shi
Workshop
Sat Dec 12 07:50 AM -- 05:10 PM (PST)
Shared Visual Representations in Human and Machine Intelligence (SVRHM)
In Workshops Sat
Arturo Deza · Joshua Peterson · N Apurva Ratan Murty · Tom Griffiths
Workshop
Sat Dec 12 08:00 AM -- 05:45 PM (PST)
Competition Track Saturday
In Workshops Sat
Hugo Jair Escalante · Katja Hofmann
Workshop
Sat Dec 12 08:00 AM -- 06:00 PM (PST)
Second Workshop on AI for Humanitarian Assistance and Disaster Response
In Workshops Sat
Ritwik Gupta · Robin Murphy · Eric Heim · Zhangyang Wang · Bryce Goodman · Nirav Patel · Piotr Bilinski · Edoardo Nemni
Workshop
Sat Dec 12 08:00 AM -- 06:00 PM (PST)
Machine Learning for Structural Biology
In Workshops Sat
Raphael Townshend · Stephan Eismann · Ron Dror · Ellen Zhong · Namrata Anand · John Ingraham · Wouter Boomsma · Sergey Ovchinnikov · Roshan Rao · Per Greisen · Rachel Kolodny · Bonnie Berger
Workshop
Sat Dec 12 08:00 AM -- 03:50 PM (PST)
Consequential Decisions in Dynamic Environments
In Workshops Sat
Niki Kilbertus · Angela Zhou · Ashia Wilson · John Miller · Lily Hu · Lydia T. Liu · Nathan Kallus · Shira Mitchell
Workshop
Sat Dec 12 08:15 AM -- 08:00 PM (PST)
HAMLETS: Human And Model in the Loop Evaluation and Training Strategies
In Workshops Sat
Divyansh Kaushik · Bhargavi Paranjape · Forough Arabshahi · Yanai Elazar · Yixin Nie · Max Bartolo · Polina Kirichenko · Pontus Lars Erik Saito Stenetorp · Mohit Bansal · Zachary Lipton · Douwe Kiela
Workshop
Sat Dec 12 08:20 AM -- 07:10 PM (PST)
International Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL 2020)
In Workshops Sat
Xiaolin Andy Li · Dejing Dou · Ameet Talwalkar · Hongyu Li · Jianzong Wang · Yanzhi Wang
Workshop
Sat Dec 12 08:30 AM -- 07:30 PM (PST)
The Challenges of Real World Reinforcement Learning
In Workshops Sat
Daniel Mankowitz · Gabriel Dulac-Arnold · Shie Mannor · Omer Gottesman · Anusha Nagabandi · Doina Precup · Timothy A Mann · Gabriel Dulac-Arnold
Workshop
Sat Dec 12 08:30 AM -- 04:10 PM (PST)
Workshop on Computer Assisted Programming (CAP)
In Workshops Sat
Augustus Odena · Charles Sutton · Nadia Polikarpova · Josh Tenenbaum · Armando Solar-Lezama · Isil Dillig
Workshop
Sat Dec 12 08:50 AM -- 06:40 PM (PST)
Self-Supervised Learning -- Theory and Practice
In Workshops Sat
Pengtao Xie · Shanghang Zhang · Pulkit Agrawal · Ishan Misra · Cynthia Rudin · Abdelrahman Mohamed · Wenzhen Yuan · Barret Zoph · Laurens van der Maaten · Xingyi Yang · Eric Xing
Workshop
Sat Dec 12 09:00 AM -- 05:50 PM (PST)
Machine Learning for Systems
In Workshops Sat
Anna Goldie · Azalia Mirhoseini · Jonathan Raiman · Martin Maas · Xinlei XU
Workshop
Sat Dec 12 09:00 AM -- 06:00 PM (PST)
Offline Reinforcement Learning
In Workshops Sat
Aviral Kumar · Rishabh Agarwal · George Tucker · Lihong Li · Doina Precup · Aviral Kumar
Workshop
Sat Dec 12 09:20 AM -- 06:30 PM (PST)
Deep Learning through Information Geometry
In Workshops Sat
Pratik Chaudhari · Alexander Alemi · Varun Jog · Dhagash Mehta · Frank Nielsen · Stefano Soatto · Greg Ver Steeg