(34 events)   Timezone: »  
The 2021 schedule is still incomplete Program Highlights »
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AffinityWorkshop
Mon Jul 19 07:00 AM -- 08:00 PM (PDT)
LatinX in AI (LXAI) Research at ICML 2021
Maria Luisa Santiago · Miguel Alonso · Rocio Milagros Zorrilla Coz · Diana Diaz · Vinicius Carida · Leonel Rozo · Gabriel  de Oliveira Ramos · Cristian Canton · Felipe Affonso · Walter Mayor Toro · Vanessa Gilede · Erick Mendez Guzman
AffinityWorkshop
Tue Jul 20 01:00 PM -- 07:00 PM (PDT)
Queer in AI Workshop
Arjun Subramonian · Sharvani Jha · Vishakha Agrawal · Juan Pajaro Velasquez · MaryLena Bleile · Michelle Julia Ng
AffinityWorkshop
Wed Jul 21 01:45 AM -- 07:00 AM (PDT)
WiML Un-Workshop Part 1
Wenshuo Guo · Arushi Majha · Amy Zhang · Nezihe Merve Gürel · Audrey Durand · Ehi Nosakhare · Christina Papadimitriou · Sarah Poole · Tatjana Chavdarova
AffinityWorkshop
Wed Jul 21 11:00 AM -- 03:30 PM (PDT)
WiML Un-Workshop Part 2
Wenshuo Guo · Arushi Majha · Amy Zhang · Nezihe Merve Gürel · Audrey Durand · Ehi Nosakhare · Christina Papadimitriou · Sarah Poole · Tatjana Chavdarova
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Uncertainty and Robustness in Deep Learning
Balaji Lakshminarayanan · Dan Hendrycks · Sharon Li · Jasper Snoek · Silvia Chiappa · Sebastian Nowozin · Thomas Dietterich
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Interpretable Machine Learning in Healthcare
Yuyin Zhou · Xiaoxiao Li · Vicky Yao · Pengtao Xie · DOU QI · Nicha Dvornek · Julia Schnabel · Judy Wawira · Yifan Peng · Ronald Summers · Alan Karthikesalingam · Lei Xing · Eric Xing
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Theory and Foundation of Continual Learning
Thang Doan · Bogdan Mazoure · Amal Rannen Triki · Rahaf Aljundi · Vincenzo Lomonaco · Xu He · Arslan Chaudhry
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
ICML 2021 Workshop on Unsupervised Reinforcement Learning
Feryal Behbahani · Joelle Pineau · Lerrel Pinto · Roberta Raileanu · Aravind Srinivas · Denis Yarats · Amy Zhang
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Reinforcement Learning for Real Life
Yuxi Li · Minmin Chen · Omer Gottesman · Lihong Li · Zongqing Lu · Rupam Mahmood · Niranjani Prasad · Zhiwei (Tony) Qin · Csaba Szepesvari · Matthew Taylor
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
ICML Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI
Quanshi Zhang · Tian Han · Lixin Fan · Zhanxing Zhu · Hang Su · Ying Nian Wu
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Challenges in Deploying and monitoring Machine Learning Systems
Alessandra Tosi · Nathan Korda · Michael A Osborne · Stephen Roberts · Andrei Paleyes · Fariba Yousefi
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Tackling Climate Change with Machine Learning
Hari Prasanna Das · Katarzyna Tokarska · Maria João Sousa · Meareg Hailemariam · David Rolnick · Xiaoxiang Zhu · Yoshua Bengio
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
INNF+: Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models
Chin-Wei Huang · David Krueger · Rianne Van den Berg · George Papamakarios · Tian Qi Chen · Danilo J. Rezende
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
The Neglected Assumptions In Causal Inference
Niki Kilbertus · Lily Hu · Laura Balzer · Uri Shalit · Alexander D'Amour · Razieh Nabi
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Human-AI Collaboration in Sequential Decision-Making
Besmira Nushi · Adish Singla · Sebastian Tschiatschek
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Machine Learning for Data: Automated Creation, Privacy, Bias
Zhiting Hu · Li Erran Li · Willie Neiswanger · Benedikt Boecking · Yi Xu · Belinda Zeng
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
8th ICML Workshop on Automated Machine Learning (AutoML 2021)
Gresa Shala · Frank Hutter · Joaquin Vanschoren · Marius Lindauer · Katharina Eggensperger · Colin White · Erin LeDell
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
Theory and Practice of Differential Privacy
Rachel Cummings · Gautam Kamath
Workshop
Fri Jul 23 05:00 AM -- 03:00 PM (PDT)
ICML Workshop on Representation Learning for Finance and E-Commerce Applications
Senthil Kumar · Sameena Shah · Joan Bruna · Tom Goldstein · Erik Mueller · Oleg Rokhlenko · Hongxia Yang · Jianpeng Xu · Oluwatobi O Olabiyi · Charese Smiley · C. Bayan Bruss · Saurabh H Nagrecha · Svitlana Vyetrenko
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning
Hang Su · Yinpeng Dong · Tianyu Pang · Eric Wong · Zico Kolter · Shuo Feng · Bo Li · Henry Liu · Dan Hendrycks · Francesco Croce · Leslie Rice · Tian Tian
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Beyond first-order methods in machine learning systems
Albert Berahas · Anastasios Kyrillidis · Fred Roosta · Amir Gholaminejad · Michael Mahoney · Rachael Tappenden · Raghu Bollapragada · Rixon Crane · Junhyung Kim
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Time Series Workshop
Yian Ma · Ehi Nosakhare · Yuyang Wang · Scott Yang · Rose Yu
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Workshop on Computational Approaches to Mental Health @ ICML 2021
Niranjani Prasad · Caroline Weis · Ida Momennejad · Rosanne Liu · Jake Vasilakes · Agni Kumar · Tianlin Zhang · Shems Saleh · Danielle Belgrave
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
ICML Workshop on Human in the Loop Learning (HILL)
Trevor Darrell · Xin Wang · Li Erran Li · Fisher Yu · Zeynep Akata · wenwu zhu · Pradeep Ravikumar · Shiji Zhou · Shanghang Zhang · Kalesha Bullard
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Self-Supervised Learning for Reasoning and Perception
Pengtao Xie · Shanghang Zhang · Ishan Misra · Pulkit Agrawal · Katerina Fragkiadaki · Ruisi Zhang · Tassilo Klein · Asli Celikyilmaz · Mihaela van der Schaar · Eric Xing
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Over-parameterization: Pitfalls and Opportunities
Yasaman Bahri · Quanquan Gu · Amin Karbasi · Hanie Sedghi
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Workshop on Distribution-Free Uncertainty Quantification
Anastasios Angelopoulos · Stephen Bates · Sharon Li · Aaditya Ramdas · Ryan Tibshirani
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Workshop on Socially Responsible Machine Learning
Chaowei Xiao · Animashree Anandkumar · Mingyan Liu · Dawn Song · Raquel Urtasun · Jieyu Zhao · Xueru Zhang · Cihang Xie · Xinyun Chen · Bo Li
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21)
Nathalie Baracaldo · Olivia Choudhury · Gauri Joshi · Peter Richtarik · Praneeth Vepakomma · Shiqiang Wang · Han Yu
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
ICML 2021 Workshop on Computational Biology
Yubin Xie · Cassandra Burdziak · Sandhya Prabhakaran · Elham Azizi · Abdoulaye Baniré Diallo · Wesley Tansey · Julia Vogt · Dana Pe'er · Anshul Kundaje · Wajdi Dhifli · Engelbert MEPHU NGUIFO · Debora Marks · Amine Remita · Jaan Altosaar · Sabeur Aridhi · Bishnu Sarker · Alexander Anderson
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Subset Selection in Machine Learning: From Theory to Applications
Rishabh Iyer · Abir De · Ganesh Ramakrishnan · Jeff Bilmes
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
ICML Workshop on Algorithmic Recourse
Stratis Tsirtsis · Amir-Hossein Karimi · Ana Lucic · Manuel Gomez Rodriguez · Isabel Valera · Himabindu Lakkaraju
Workshop
Sat Jul 24 05:00 AM -- 03:00 PM (PDT)
Information-Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning (ITR3)
Ahmad Beirami · Flavio Calmon · Berivan Isik · Haewon Jeong · Matthew Nokleby · Cynthia Rush
Workshop
Sat Jul 24 09:00 AM -- 07:00 PM (PDT)
Workshop on Reinforcement Learning Theory
Shipra Agrawal · Simon Du · Niao He · Csaba Szepesvari · Lin Yang