Shaan Mathur

Trans. Mach. Learn. Res. · 2023

A researcher in the Science corpus: 1 paper; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Whom Shaan Mathur trusts

Their strongest outbound trust, strongest first, inferred from their citations.

1. Martín Abadi (in Electrical and Electronic Engineering)

Papers from Shaan Mathur's perspective

Ordered by how strongly the researchers Shaan Mathur trusts endorse each paper. Same corpus, a different order for every researcher.

1. Attention is All you Need (Neural Information Processing Systems)
2. Long Short-Term Memory
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
5. Linformer: Self-Attention with Linear Complexity
6. DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks (International Journal of Forecasting)
7. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI Conference on Artificial Intelligence)
8. Time series analysis, forecasting and control
9. Some Recent Advances in Forecasting and Control
10. Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting (Neural Information Processing Systems)

Their papers

• Long-term Forecasting with TiDE: Time-series Dense Encoder (2023) — 600 citations