ICML 2020 Schedule

(33 events) Timezone:

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Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?

In Poster Session 24

Angelos Filos · Panagiotis Tigas · Rowan McAllister · Nicholas Rhinehart · Sergey Levine · Yarin Gal

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors

In Poster Session 24

Mike Dusenberry · Ghassen Jerfel · Yeming Wen · Yian Ma · Jasper Snoek · Katherine Heller · Balaji Lakshminarayanan · Dustin Tran

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT) @ Virtual

Hypernetwork approach to generating point clouds

In Poster Session 24

Przemysław Spurek · Sebastian Winczowski · Jacek Tabor · Maciej Zamorski · Maciej Zieba · Tomasz Trzcinski

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 10:00 PM -- 10:45 PM (PDT) @ Virtual

NetGAN without GAN: From Random Walks to Low-Rank Approximations

In Poster Session 24

Luca Rendsburg · Holger Heidrich · Ulrike von Luxburg

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT) @ Virtual

Self-supervised Label Augmentation via Input Transformations

In Poster Session 24

Hankook Lee · Sung Ju Hwang · Jinwoo Shin

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Single Point Transductive Prediction

In Poster Session 24

Nilesh Tripuraneni · Lester Mackey

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Provable Representation Learning for Imitation Learning via Bi-level Optimization

In Poster Session 24

Sanjeev Arora · Simon Du · Sham Kakade · Yuping Luo · Nikunj Umesh Saunshi

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Evolutionary Topology Search for Tensor Network Decomposition

In Poster Session 24

Chao Li · Zhun Sun

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT) @ Virtual

Data Valuation using Reinforcement Learning

In Poster Session 24

Jinsung Yoon · Sercan Arik · Tomas Pfister

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks

In Poster Session 24

Agustinus Kristiadi · Matthias Hein · Philipp Hennig

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Hierarchical Verification for Adversarial Robustness

In Poster Session 24

Cong Han Lim · Raquel Urtasun · Ersin Yumer

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Efficiently Solving MDPs with Stochastic Mirror Descent

In Poster Session 24

Yujia Jin · Aaron Sidford

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Handling the Positive-Definite Constraint in the Bayesian Learning Rule

In Poster Session 24

Wu Lin · Mark Schmidt · Mohammad Emtiyaz Khan

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent

In Poster Session 24

Karthik Abinav Sankararaman · Soham De · Zheng Xu · W. Ronny Huang · Tom Goldstein

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Temporal Phenotyping using Deep Predictive Clustering of Disease Progression

In Poster Session 24

Changhee Lee · Mihaela van der Schaar

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT) @ Virtual

Time-Consistent Self-Supervision for Semi-Supervised Learning

In Poster Session 24

Tianyi Zhou · Shengjie Wang · Jeff Bilmes

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Correlation Clustering with Asymmetric Classification Errors

In Poster Session 24

Jafar Jafarov · Sanchit Kalhan · Konstantin Makarychev · Yury Makarychev

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

A Game Theoretic Framework for Model Based Reinforcement Learning

In Poster Session 24

Aravind Rajeswaran · Igor Mordatch · Vikash Kumar

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Batch Stationary Distribution Estimation

In Poster Session 24

Junfeng Wen · Bo Dai · Lihong Li · Dale Schuurmans

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 10:00 PM -- 10:45 PM (PDT)

How to Solve Fair k-Center in Massive Data Models

In Poster Session 24

Ashish Chiplunkar · Sagar Kale · Sivaramakrishnan Natarajan Ramamoorthy

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Causal Effect Estimation and Optimal Dose Suggestions in Mobile Health

In Poster Session 24

Liangyu Zhu · Wenbin Lu · Rui Song

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Fast computation of Nash Equilibria in Imperfect Information Games

In Poster Session 24

Remi Munos · Julien Perolat · Jean-Baptiste Lespiau · Mark Rowland · Bart De Vylder · Marc Lanctot · Finbarr Timbers · Daniel Hennes · Shayegan Omidshafiei · Audrunas Gruslys · Mohammad Gheshlaghi Azar · Edward Lockhart · Karl Tuyls

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

AdaScale SGD: A User-Friendly Algorithm for Distributed Training

In Poster Session 24

Tyler Johnson · Pulkit Agrawal · Haijie Gu · Carlos Guestrin

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT) @ Virtual

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

In Poster Session 24

Yu Sun · Xiaolong Wang · Zhuang Liu · John Miller · Alexei Efros · Moritz Hardt

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Learning Calibratable Policies using Programmatic Style-Consistency

In Poster Session 24

Eric Zhan · Albert Tseng · Yisong Yue · Adith Swaminathan · Matthew Hausknecht

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

The Sample Complexity of Best-$k$ Items Selection from Pairwise Comparisons

In Poster Session 24

Wenbo Ren · Jia Liu · Ness Shroff

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 10:00 PM -- 10:45 PM (PDT) @ Virtual

Learning to Simulate and Design for Structural Engineering

In Poster Session 24

Kai-Hung Chang · Chin-Yi Cheng

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT) @ Virtual

Quantized Decentralized Stochastic Learning over Directed Graphs

In Poster Session 24

Hossein Taheri · Aryan Mokhtari · Hamed Hassani · Ramtin Pedarsani

[ Slides]

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 10:00 PM -- 10:45 PM (PDT)

Continuous-time Lower Bounds for Gradient-based Algorithms

In Poster Session 24

Michael Muehlebach · Michael Jordan

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Learning Representations that Support Extrapolation

In Poster Session 24

Taylor Webb · Zachary Dulberg · Steven Frankland · Alexander Petrov · Randall O'Reilly · Jonathan Cohen

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks

In Poster Session 24

Mert Pilanci · Tolga Ergen

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 09:00 PM -- 09:45 PM (PDT)

Small-GAN: Speeding up GAN Training using Core-Sets

In Poster Session 24

Samrath Sinha · Han Zhang · Anirudh Goyal · Yoshua Bengio · Hugo Larochelle · Augustus Odena

Poster

Wed Jul 15 10:00 AM -- 10:45 AM & Wed Jul 15 11:00 PM -- 11:45 PM (PDT)

Stochastic bandits with arm-dependent delays

In Poster Session 24

Anne Gael Manegueu · Claire Vernade · Alexandra Carpentier · Michal Valko