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Workshop
Fri 10:20 Deep learning theory vs traditional theory of algorithms
Sanjeev Arora
Poster
Wed 10:30 Memory Augmented Optimizers for Deep Learning
Paul-Aymeric McRae · Prasanna Parthasarathi · Mido Assran · Sarath Chandar
Poster
Mon 10:30 Deep AutoAugment
Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang
Workshop
Using Deep Learning to Bootstrap Abstractions for Robot Planning
Naman Shah · Siddharth Srivastava
Oral Session
Tue 1:00 Oral 2: Understanding Deep Learning
Workshop
Fri 5:15 Deep Learning Models for Bug Detection and Repair
Miltiadis Allamanis
Workshop
Designing Neural Network Collectives
Namid Stillman · Zohar Neu
Poster
Wed 18:30 Convergent and Efficient Deep Q Learning Algorithm
Zhikang T Wang · Masahito Ueda
Workshop
Deep Learning-Based Surrogate Modelling of Thermal Plumes for Shallow Subsurface Temperature Approximation
Raphael Leiteritz · Kyle Davis · Miriam Schulte · Dirk Pflüger
Workshop
Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning
Tianhao Wang · Yu Yang · Ruoxi Jia
Poster
Tue 10:30 Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization
Zihan Zhou · Wei Fu · Bingliang Zhang · Yi Wu
Oral
Wed 9:15 Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro