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Poster
Wed 10:45 Anti-efficient encoding in emergent communication
Rahma Chaabouni · Eugene Kharitonov · Emmanuel Dupoux · Marco Baroni
Poster
Wed 17:00 Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling
Ming Hou · Jiajia Tang · Jianhai Zhang · Wanzeng Kong · Qibin Zhao
Poster
Tue 10:45 Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
Asma Ghandeharioun · Judy Hanwen Shen · Natasha Jaques · Craig Ferguson · Noah Jones · Agata Lapedriza · Rosalind Picard
Poster
Tue 17:30 Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control
Sai Qian Zhang · Qi Zhang · Jieyu Lin
Poster
Thu 10:45 Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
Yihan Jiang · Hyeji Kim · Himanshu Asnani · Sreeram Kannan · Sewoong Oh · Pramod Viswanath
Poster
Tue 10:45 Learning-Based Low-Rank Approximations
Piotr Indyk · Ali Vakilian · Yang Yuan
Poster
Wed 17:00 Neural Relational Inference with Fast Modular Meta-learning
Ferran Alet · Erica Weng · Tomás Lozano-Pérez · Leslie Kaelbling
Poster
Tue 17:30 Robust and Communication-Efficient Collaborative Learning
Amirhossein Reisizadeh · Hossein Taheri · Aryan Mokhtari · Hamed Hassani · Ramtin Pedarsani
Workshop
Fri 14:00 Learning-Based Low-Rank Approximations
Piotr Indyk
Poster
Tue 10:45 Communication-efficient Distributed SGD with Sketching
Nikita Ivkin · Daniel Rothchild · Enayat Ullah · Vladimir Braverman · Ion Stoica · Raman Arora
Poster
Tue 17:30 Adaptive Gradient-Based Meta-Learning Methods
Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar
Poster
Thu 10:45 Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
Mahmoud Assran · Joshua Romoff · Nicolas Ballas · Joelle Pineau · Mike Rabbat