ICML Submissions

Memorization in Overparameterized Autoencoders
Adityanarayanan Radhakrishnan, Mikhail Belkin, Caroline Uhler
- 17 May 2019 (modified: 12 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Interpretable Robust Recommender Systems with Side Information
Anonymous
- 16 May 2019 (modified: 12 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
The Difficulty of Training Sparse Neural Networks
Utku Evci, Fabian Pedregosa, Aidan Gomez, Erich Elsen
- 17 May 2019 (modified: 11 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Tasks Without Borders: A New Approach to Online Multi-Task Learning
Anonymous
- 16 May 2019 (modified: 11 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
The Role of Embedding Complexity in Domain-invariant Representations
Anonymous
- 16 May 2019 (modified: 11 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
Every Sample a Task: Pushing the Limits of Heterogeneous Models with Personalized Regression
Anonymous
- 16 May 2019 (modified: 11 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
A Meta Understanding of Meta-Learning
Anonymous
- 16 May 2019 (modified: 11 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
TuckER: Tensor Factorization for Knowledge Graph Completion
Anonymous
- 16 May 2019 (modified: 10 Jun 2019)
- ICML 2019 Workshop AMTL Blind Submission
- Readers: Everyone
Identity Crisis: Memorization and Generalization Under Extreme Overparameterization
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer
- 17 May 2019 (modified: 10 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Are All Layers Created Equal?
Chiyuan Zhang, Samy Bengio, Yoram Singer
- 17 May 2019 (modified: 10 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Bad Global Minima Exist and SGD Can Reach Them
Shengchao Liu, Dimitris Papailiopoulos, Dimitris Achlioptas
- 28 May 2019 (modified: 10 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Sparsity Emerges Naturally in Neural Language Models
Naomi Saphra, Adam Lopez
- 28 May 2019 (modified: 09 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Predicting the accuracy of neural networks from final and intermediate layer outputs
Chad DeChant, Seungwook Han, Hod Lipson
- 17 May 2019 (modified: 09 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Emergence of Implicit Filter Sparsity in Convolutional Neural Networks
Dushyant Mehta, Kwang In Kim, Christian Theobalt
- 17 May 2019 (modified: 08 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Sensitivity of Deep Convolutional Networks to Gabor Noise
Kenneth T. Co, Luis Muñoz-González, Emil C. Lupu
- 17 May 2019 (modified: 08 Jun 2019)
- ICML 2019 Workshop Deep Phenomena Blind Submission
- Readers: Everyone
Modular Platooning and Formation Control
Yanlin Zhou, George Pu, Fan Lu, Xiyao Ma, Xiaolin Li
- 04 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Off-Policy Evaluation of Generalization for Deep Q-Learning in BinaryReward Tasks
Alex Irpan, Kanishka Rao, Konstantinos Bousmalis, Chris Harris, Julian Ibarz, Sergey Levine
- 05 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Seeking for Robustness in Reinforcement Learning: Application on Carla Simulator
Yesmina Jaafra, Jean Luc Laurent, Aline Deruyver, Mohamed Saber Naceur
- 05 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
René Traoré*, Hugo Caselles-Dupré*, Timothée Lesort*, Te Sun, Natalia Diaz-Rodriguez, David Filliat
- 05 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Deep Knowledge Based Agent: Learning to do tasks by self-thinking about imaginary worlds
Ali Davody
- 25 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit Problem
Djallel Bouneffouf, Srinivasan Parthasarathy, Horst Samulowitz, Martin Wistuba
- 23 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
SmartChoices: Hybridizing Programming and Machine Learning
Victor Carbune, Thierry Coppey, Alexander Daryin, Thomas Deselaers, Nikhil Sarda, Jay Yagnik
- 29 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Fast Efficient Hyperparameter Tuning for Policy Gradients
Supratik Paul, Vitaly Kurin, Shimon Whiteson
- 27 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Curious iLQR: Resolving Uncertainty in Model-based RL
Sarah Bechtle, Akshara Rai, Yixin Lin, Ludovic Righetti, Franziska Meier
- 26 Apr 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone
Reinforcement Learning for Sepsis Treatment: Baselines and Analysis
Aniruddh Raghu
- 06 May 2019 (modified: 07 Jun 2019)
- ICML 2019 Workshop RL4RealLife Submission
- Readers: Everyone