(30 events)   Timezone: »  
Show all »
The 2020 schedule is still incomplete Program Highlights »
Toggle Poster Visibility
Workshop
Sat Dec 14 08:00 AM -- 06:30 PM (PST) @ West 109 + 110
Machine Learning and the Physical Sciences
Atilim Gunes Baydin · Juan Carrasquilla · Shirley Ho · Karthik Kashinath · Michela Paganini · Savannah Thais · Anima Anandkumar · Kyle Cranmer · Roger Melko · Mr. Prabhat · Frank Wood
Workshop
Sat Dec 14 08:00 AM -- 06:00 PM (PST) @ East Ballroom C
Tackling Climate Change with ML
David Rolnick · Priya Donti · Lynn Kaack · Alexandre Lacoste · Tegan Maharaj · Andrew Ng · John Platt · Jennifer Chayes · Yoshua Bengio
Workshop
Self-Supervised Learning for Speech and Audio Processing
Abdel-rahman Mohamed · Hung-yi Lee · Shinji Watanabe · Shang-Wen Li · Tara Sainath · Karen Livescu
Workshop
Learning Meaningful Representations of Life (LMRL.org)
Elizabeth Wood · Debora Marks · Thouis Jones · Adji Bousso Dieng · Alan Aspuru-Guzik · Anshul Kundaje · Barbara Engelhardt · Chang Liu · Edward Boyden · Kresten Lindorff-Larsen · Mor Nitzan · Smita Krishnaswamy · Wouter Boomsma · Yixin Wang · David Van Valen · Orr Ashenberg
Workshop
Crowd Science Workshop: Remoteness, Fairness, and Mechanisms as Challenges of Data Supply by Humans for Automation
Daria Baidakova · Fabio Casati · Alexey Drutsa · Dmitry Ustalov
Workshop
Workshop on Deep Learning and Inverse Problems
Reinhard Heckel · Paul Hand · Richard Baraniuk · Lenka Zdeborová · Soheil Feizi
Workshop
Fair AI in Finance
Senthil Kumar · Cynthia Rudin · John Paisley · Isabelle Moulinier · C. Bayan Bruss · Eren Kurshan · Susan Tibbs · Oluwatobi Olabiyi · Simona Gandrabur · Svitlana Vyetrenko · Kevin Compher
Workshop
Differential Geometry meets Deep Learning (DiffGeo4DL)
Joey Bose · Emile Mathieu · Charline Le Lan · Ines Chami · Frederic Sala · Christopher De Sa · Maximillian Nickel · Christopher Ré · Will Hamilton
Workshop
Machine Learning for Health (ML4H): Advancing Healthcare for All
Stephanie Hyland · Emily Alsentzer · Andrew Beam · Brett Beaulieu-Jones · Danielle Belgrave · Allen Schmaltz · Irene Y Chen · Anna Goldenberg · Matthew McDermott · Tristan Naumann · Charles Onu
Workshop
The pre-registration experiment: an alternative publication model for machine learning research
Luca Bertinetto · João F. Henriques · Samuel Albanie · Michela Paganini · Gul Varol
Workshop
ML Retrospectives, Surveys & meta-Analyses (ML- RSA)
Chhavi Yadav · Prabhu Pradhan · Abhishek Gupta · Ryan Lowe · Peter Henderson · Jessica Forde Jessica Forde · Mayoore Jaiswal · Jesse Dodge
Workshop
Differentiable computer vision, graphics, and physics in machine learning
Krishna Murthy Jatavallabhula · Kelsey Allen · Victoria Dean · Johanna Hansen · Shuran Song · Florian Shkurti · Liam Paull · Derek Nowrouzezahrai · Josh Tenenbaum
Workshop
Meta-Learning
Jane Wang · Joaquin Vanschoren · Erin Grant · Jonathan Schwarz · Francesco Visin · Jeff Clune · Roberto Calandra
Workshop
BabyMind: How Babies Learn and How Machines Can Imitate
Byoung-Tak Zhang · Gary Marcus · Angelo Cangelosi · Pia Knoeferle · Klaus Obermayer · David Vernon · Chen Yu
Workshop
Privacy Preserving Machine Learning - PriML and PPML Joint Edition
Borja Balle · James Bell · Aurélien Bellet · Kamalika Chaudhuri · Adria Gascon · Antti Honkela · Antti Koskela · Casey Meehan · Olga Ohrimenko · Mi Jung Park · Mariana Raykova · Mary Anne Smart · Yu-Xiang Wang · Adrian Weller
Workshop
First Workshop on Quantum Tensor Networks in Machine Learning
Xiao-Yang Liu · Qibin Zhao · Jacob Biamonte · Cesar Caiafa · Paul Pu Liang · Nadav Cohen · Stefan Leichenauer
Workshop
Advances and Opportunities: Machine Learning for Education
Kayla Meyers · Neil Heffernan · Kumar Garg · Jacob Whitehill · Alina vonDavier · Carolyn Rosé · Ashok Krishnamurthy · Zachary Pardos · Ryan S. Baker
Workshop
KR2ML - Knowledge Representation and Reasoning Meets Machine Learning
Veronika Thost · Kartik Talamadupula · Vivek Srikumar · Chenwei Zhang · Josh Tenenbaum
Workshop
Object Representations for Learning and Reasoning
William Agnew · Rim Assouel · Michael Chang · Antonia Creswell · Eliza Kosoy · Aravind Rajeswaran · Sjoerd van Steenkiste
Workshop
Machine Learning for Economic Policy
Stephan Zheng · Alexander Trott · Annie Liang · Jamie Morgenstern · David Parkes · N H · Nika Haghtalab
Workshop
OPT2020: Optimization for Machine Learning
Courtney Paquette · Mark Schmidt · Sebastian U Stich · Quanquan Gu · Martin Takac
Workshop
Resistance AI Workshop
Suzanne Kite · Mattie Tesfaldet · J Khadijah Abdurahman · William Agnew · Elliot Creager · Agata Foryciarz · Raphael Gontijo Lopes · Pratyusha Kalluri · Marie-Therese Png · Manuel Sabin · Maria Skoularidou · Ramon Vilarino · Rose Wang · Sayash Kapoor
Workshop
Topological Data Analysis and Beyond
Bastian Rieck · Frederic Chazal · Smita Krishnaswamy · Roland Kwitt · Karthikeyan Natesan Ramamurthy · Yuhei Umeda · Guy Wolf
Workshop
Deep Reinforcement Learning
Pieter Abbeel · Chelsea Finn · Joelle Pineau · David Silver · Satinder Singh · Coline Devin · Misha Laskin · Kimin Lee · Janarthanan Rajendran · Vivek Veeriah
Workshop
Workshop on Dataset Curation and Security
Nathalie Baracaldo Angel · Yonatan Bisk · Avrim Blum · Michael Curry · John Dickerson · Micah Goldblum · Tom Goldstein · Bo Li · Avi Schwarzschild
Workshop
ML Competitions at the Grassroots (CiML 2020)
Tara Chklovski · Adrienne Mendrik · Amir Banifatemi · Isabell Kiral · Gustavo Stolovitzky
Workshop
Causal Discovery and Causality-Inspired Machine Learning
Biwei Huang · Sara Magliacane · Kun Zhang · Danielle Belgrave · Elias Bareinboim · Daniel Malinsky · Thomas Richardson · Christopher Meek · Peter Spirtes · Bernhard Schölkopf
Workshop
3rd Robot Learning Workshop
Masha Itkina · Alex Bewley · Alex Bewley · Roberto Calandra · Igor Gilitschenski · Julien PEREZ · Ransalu Senanayake · Markus Wulfmeier · Vincent Vanhoucke
Workshop
Machine Learning for Autonomous Driving
Rowan McAllister · Xinshuo Weng · Xinshuo Weng · Daniel Omeiza · Nick Rhinehart · Fisher Yu · German Ros · Vladlen Koltun
Workshop
Human in the loop dialogue systems
Behnam Hedayatnia · Rahul Goel · Shereen Oraby · Abigail See · Chandra Khatri · Y-Lan Boureau · Alborz Geramifard · Marilyn Walker · Dilek Hakkani-Tur