ICML Submissions

Multinomial Logit Contextual Bandits
Min-hwan Oh, Garud Iyengar
- 05 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Reinforcement Learning for Blood Glucose Control: Challenges and Opportunities
Ian Fox, Jenna Wiens
- 06 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
P3O: Policy-on Policy-off Policy Optimization
Rasool Fakoor, Pratik Chaudhari, Alexander J. Smola
- 05 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Intelligent Pooling in Thompson Sampling for Rapid Personalization in Mobile Health
Sabina Tomkins, Peng Liao, Serena Yeung, Predrag Klasnja, Susan Murphy
- 30 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Challenges of Real-World Reinforcement Learning
Gabriel Dulac-Arnold, Daniel Mankowitz, Todd Hester
- 29 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Q-Learning for Continuous Actions with Cross-Entropy Guided Policies
Riley Simmons-Edler, Ben Eisner, Eric Mitchell, Sebastian Seung, Daniel Lee
- 29 Apr 2019 (modified: 06 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Meta-Reinforcement Learning for Adaptive Autonomous Driving
Anonymous
- 16 May 2019 (modified: 06 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
Active Multitask Learning with Committees
Anonymous
- 16 May 2019 (modified: 05 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
Goal-conditioned Imitation Learning
Anonymous
- 16 May 2019 (modified: 05 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
VRKitchen: an Interactive 3D Environment for Learning Real Life Cooking Tasks
Xiaofeng Gao, Ran Gong, Tianmin Shu, Xu Xie, Shu Wang, Song-Chun Zhu
- 01 May 2019 (modified: 05 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Connections Between Optimization in Machine Learning and Adaptive Control
Anonymous
- 16 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks
Umut Simsekli, Levent Sagun, Mert Gurbuzbalaban
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Measuring the Spectrum of Deepnet Hessians
Vardan Papyan
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Function changes in the Backpropagation equation is equivalent to an implicit learning rate
Anonymous
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
On Adversarial Robustness of Small vs Large Batch Training
Sandesh Kamath, Amit Despande, K V Subrahmanyam
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks
Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Implicit bias of gradient descent on convolutional generators
Reinhard Heckel and Paul Hand
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Stochastic algorithms under single spiked models
Emile Richard
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
An Investigation of Memory in Recurrent Neural Networks
Aude Forcione-Lambert, Guy Wolf, Guillaume Lajoie
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Deep connectomics networks: Results from neural network architectures inspired from network neuroscience
Nicholas Roberts, Vinay Uday Prabhu
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
On the Sensitivity of Adversarial Robustness to Input Data Distributions
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Luck Matters: Understanding Training Dynamics of Deep ReLU Networks
Yuandong Tian, Tina Jiang, Qucheng Gong, Ari Morcos
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Universality Patterns in the Training of Neural Networks
Raghav Somani, Navin Goyal, Prateek Jain, Praneeth Netrapalli
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
On the Importance of Full Rank Initializations in Deep Neural Networks
Vaibhav B Sinha*, Vishwak Srinivasan*, Vineeth N B
- 17 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
A Neuro-AI Interface: Learning DNNs from the Human Brain
Zhengwei Wang, Qi She, Eoin Brophy, Alan F. Smeaton, Tomas E. Ward, Graham Healy
- 28 May 2019 (modified: 04 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone