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 Africa

81e16e41f99fe4ab9c23a0e0da8eaab2-Paper-Datasets_and_Benchmarks_Track.pdf

Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean

Neural Information Processing Systems

The vast amount of data required to model wildfires at a larger scale presents difficulties in the collection and curation of the data.

Trust Y our: Gradient-based Intervention Targeting for Causal Discovery

Neural Information Processing Systems

Often, observational data alone is not enough to uniquely identify a system's causal structure.

Sparse Parameterization for Epitomic Dataset Distillation Xing Wei

Neural Information Processing Systems

Source code is available at https://github.com/MIV-XJTU/SPEED .

80cddcdd52c84d19b8b4a27a8e8c17d8-Paper-Conference.pdf

9dc5accb1e4f4a9798eae145f2e4869b-Supplemental-Conference.pdf

9dc5accb1e4f4a9798eae145f2e4869b-Paper-Conference.pdf

Neural Information Processing Systems

Both challenges involve modeling long-term dependencies.

80b3224c35ad857b951b8bfccfd32fa5-Paper-Conference.pdf

Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network

Neural Information Processing Systems

Results from experiments on three large real-world benchmark datasets demonstrate that OptFeature performs well in terms of accuracy and efficiency. Additional studies support the feasibility of our method.

Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert

Neural Information Processing Systems

Listed order was determined by a coin toss.