2021-12
Continual Learning via Local Module Composition
Pretraining Representations for Data-Efficient Reinforcement Learning
2021-08
Sequoia: A Software Framework to Unify Continual Learning Research
2021-06
A Comparative Study of Learning Outcomes for Online Learning Platforms
2021-05
Beyond Trivial Counterfactual Generations with Diverse Valuable Explanations
2021-04
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control
Comparative Study of Learning Outcomes for Online Learning Platforms
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control
2021-03
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
Pretraining Reward-Free Representations for Data-Efficient Reinforcement Learning
2020-11
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles
2020-09
Causal Inference for Recommender Systems
Synbols: Probing Learning Algorithms with Synthetic Datasets
Synbols: Probing Learning Algorithms with Synthetic Datasets
On the Effectiveness of Two-Step Learning for Latent-Variable Models
2020-07
A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM
2020-04
Language GANs Falling Short
Predictive inference for travel time on transportation networks
Prediction intervals for travel time on transportation networks
(venue unknown)
(2020-04-23)
Inference for travel time on transportation networks
2020-03
2020-01
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
2019-09
Exact Combinatorial Optimization with Graph Convolutional Neural Networks
2019-08
Online Continual Learning with Maximally Interfered Retrieval
2019-06
Continual Learning of New Sound Classes Using Generative Replay
2019-01
Session-Based Social Recommendation via Dynamic Graph Attention Networks
Online Continual Learning with Maximal Interfered Retrieval
2018-11
Towards Deep Conversational Recommendations
2018-07
Focused Hierarchical RNNs for Conditional Sequence Processing
2018-06
A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version
2018-02
Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks
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