21 citations · 46 across the 8 of their papers we have counts for
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cs.LG2022★ 21 cited
Multi-Variate Time Series Forecasting on Variable Subsets
Jatin Chauhan, Aravindan Raghuveer, Rishi Saket +2
We formulate a new inference task in the domain of multivariate time series forecasting (MTSF), called Variable Subset Forecast (VSF), where only a small subset of the variables is…
cs.LG2022
BERTops: Studying BERT Representations under a Topological Lens
Jatin Chauhan, Manohar Kaul
Proposing scoring functions to effectively understand, analyze and learn various properties of high dimensional hidden representations of large-scale transformer models like BERT c…