ICML 2021 Schedule

Sat Jul 24 01:15 PM -- 01:30 PM (CEST)

Opening Remark

In ICML Workshop on Human in the Loop Learning (HILL)

Shanghang Zhang · Shiji Zhou

Sat Jul 24 01:30 PM -- 02:00 PM (CEST)

Invited Talk #0

In ICML Workshop on Human in the Loop Learning (HILL)

Sat Jul 24 02:00 PM -- 02:30 PM (CEST)

Invited Talk #1

In ICML Workshop on Human in the Loop Learning (HILL)

Yarin Gal

Sat Jul 24 02:30 PM -- 03:00 PM (CEST)

Invited Talk #2

In ICML Workshop on Human in the Loop Learning (HILL)

Hugo Larochelle

Sat Jul 24 03:00 PM -- 03:10 PM (CEST)

Q&A

In ICML Workshop on Human in the Loop Learning (HILL)

Sat Jul 24 03:10 PM -- 03:40 PM (CEST)

Invited Talk #3

In ICML Workshop on Human in the Loop Learning (HILL)

Vittorio Ferrari

Sat Jul 24 03:40 PM -- 04:10 PM (CEST)

Invited Talk #4

In ICML Workshop on Human in the Loop Learning (HILL)

Razvan Pascanu

Sat Jul 24 04:10 PM -- 04:20 PM (CEST)

Q&A

In ICML Workshop on Human in the Loop Learning (HILL)

Sat Jul 24 04:20 PM -- 05:20 PM (CEST)

Poster

In ICML Workshop on Human in the Loop Learning (HILL)

Shiji Zhou · Nastaran Okati · Wichinpong Sinchaisri · Kim de Bie · Ana Lucic · Mina Khan · Ishaan Shah · JINGHUI LU · Andreas Kirsch · Julius Frost · Ze Gong · Gokul Swamy · Ah Young Kim · Ahmed Baruwa · Ranganath Krishnan

Sat Jul 24 05:20 PM -- 05:50 PM (CEST)

Invited Talk #5

In ICML Workshop on Human in the Loop Learning (HILL)

Fei Sha

Sat Jul 24 05:50 PM -- 06:20 PM (CEST)

Invited Talk #6

In ICML Workshop on Human in the Loop Learning (HILL)

Ranjay Krishna

Sat Jul 24 06:20 PM -- 06:30 PM (CEST)

Q&A

In ICML Workshop on Human in the Loop Learning (HILL)

Sat Jul 24 06:30 PM -- 07:00 PM (CEST)

Invited Talk #7

In ICML Workshop on Human in the Loop Learning (HILL)

Kimin Lee

Sat Jul 24 07:00 PM -- 08:00 PM (CEST)

Panel Discussion

In ICML Workshop on Human in the Loop Learning (HILL)

Sat Jul 24 08:00 PM -- 08:30 PM (CEST)

Invited Talk #8

In ICML Workshop on Human in the Loop Learning (HILL)

Alison Gopnik

Sat Jul 24 08:30 PM -- 08:50 PM (CEST)

Closing Remarks

In ICML Workshop on Human in the Loop Learning (HILL)

Mitigating Sampling Bias and Improving Robustness in Active Learning

In ICML Workshop on Human in the Loop Learning (HILL)

Ranganath Krishnan · Alok Sinha · Nilesh Ahuja · Mahesh Subedar · Omesh Tickoo · Ravi Iyer

Accelerating the Convergence of Human-in-the-Loop Reinforcement Learning with Counterfactual Explanations

In ICML Workshop on Human in the Loop Learning (HILL)

Jakob Karalus · Felix Lindner

Explicable Policy Search via Preference-Based Learning under Human Biases

In ICML Workshop on Human in the Loop Learning (HILL)

Ze Gong · Yu Zhang

Explaining Reinforcement Learning Policies through Counterfactual Trajectories

In ICML Workshop on Human in the Loop Learning (HILL)

Julius Frost · Olivia Watkins · Eric Weiner · Pieter Abbeel · Trevor Darrell · Bryan Plummer · Kate Saenko

Effect of Combination of HBM and Certainty Sampling onWorkload of Semi-Automated Grey Literature Screening

In ICML Workshop on Human in the Loop Learning (HILL)

JINGHUI LU · Brian Mac Namee

Personalizing Pretrained Models

In ICML Workshop on Human in the Loop Learning (HILL)

Mina Khan · Advait Rane · Pattie Maes

Interpretable Machine Learning: Moving From Mythos to Diagnostics

In ICML Workshop on Human in the Loop Learning (HILL)

Valerie Chen · Jeffrey Li · Joon Kim · Gregory Plumb · Ameet Talwalkar

Less is more: An Empirical Analysis of Model Compression for Dialogue

In ICML Workshop on Human in the Loop Learning (HILL)

Ahmed Baruwa

Differentiable Learning Under Triage

In ICML Workshop on Human in the Loop Learning (HILL)

Nastaran Okati · Abir De · Manuel Gomez-Rodriguez

IADA: Iterative Adversarial Data Augmentation Using Formal Verification and Expert Guidance

In ICML Workshop on Human in the Loop Learning (HILL)

Ruixuan Liu · Changliu Liu

ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind

In ICML Workshop on Human in the Loop Learning (HILL)

Yuanfei Wang · Fangwei Zhong · Jing Xu · Yizhou Wang

To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions

In ICML Workshop on Human in the Loop Learning (HILL)

Kim de Bie · Ana Lucic · Hinda Haned

High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm

In ICML Workshop on Human in the Loop Learning (HILL)

Lorena Qendro · Alex Campbell · Pietro Lió · Cecilia Mascolo

Interpretable Video Transformers in Imitation Learning of Human Driving

In ICML Workshop on Human in the Loop Learning (HILL)

Andrew Dai

CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks

In ICML Workshop on Human in the Loop Learning (HILL)

Ana Lucic · Maartje ter Hoeve · Gabriele Tolomei · Maarten de Rijke · Fabrizio Silvestri

Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment

In ICML Workshop on Human in the Loop Learning (HILL)

Angie Boggust · Benjamin Hoover · Arvind Satyanarayan · Hendrik Strobelt

Machine Teaching with Generative Models for Human Learning

In ICML Workshop on Human in the Loop Learning (HILL)

Michael Doron · Hussein Mozannar · David Sontag · Juan Caicedo

PreferenceNet: Encoding Human Preferences in Auction Design

In ICML Workshop on Human in the Loop Learning (HILL)

Neehar Peri · Michael Curry · Samuel Dooley · John P Dickerson

On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models.

In ICML Workshop on Human in the Loop Learning (HILL)

Zeyad Emam · Sasha Harrison · Felix Lau · Ah Young Kim

Active Learning under Pool Set Distribution Shift and Noisy Data

In ICML Workshop on Human in the Loop Learning (HILL)

Andreas Kirsch · Tom Rainforth · Yarin Gal

Convergence of a Human-in-the-Loop Policy-Gradient Algorithm With Eligibility Trace Under Reward, Policy, and Advantage Feedback

In ICML Workshop on Human in the Loop Learning (HILL)

Ishaan Shah · David Halpern · Michael L. Littman · Kavosh Asadi

Improving Human Decision-Making with Machine Learning

In ICML Workshop on Human in the Loop Learning (HILL)

Hamsa Bastani · Osbert Bastani · Wichinpong Sinchaisri

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos

In ICML Workshop on Human in the Loop Learning (HILL)

Haoyu Xiong · Yun-Chun Chen · Homanga Bharadhwaj · Samrath Sinha · Animesh Garg

Differentially Private Active Learning with Latent Space Optimization

In ICML Workshop on Human in the Loop Learning (HILL)

Senching Cheung · Xiaoqing Zhu · Herb Wildfeuer · Chongruo Wu · Wai-tian Tan

Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap

In ICML Workshop on Human in the Loop Learning (HILL)

Gokul Swamy · Sanjiban Choudhury · James Bagnell · Steven Wu

A Simple Baseline for Batch Active Learning with Stochastic Acquisition Functions

In ICML Workshop on Human in the Loop Learning (HILL)

Andreas Kirsch · Sebastian Farquhar · Yarin Gal

GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks

In ICML Workshop on Human in the Loop Learning (HILL)

Lucie Charlotte Magister · Dmitry Kazhdan · Vikash Singh · Pietro Lió