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20142025
most citedLSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

347 citations · 795 across the 48 of their papers we have counts for

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2 papers · 1 filter

stat.ME2020

Hi-CI: Deep Causal Inference in High Dimensions

Ankit Sharma, Garima Gupta, Ranjitha Prasad +3

We address the problem of counterfactual regression using causal inference (CI) in observational studies consisting of high dimensional covariates and high cardinality treatments.…

stat.ME2020★ 3 cited

MultiMBNN: Matched and Balanced Causal Inference with Neural Networks

Ankit Sharma, Garima Gupta, Ranjitha Prasad +3

Causal inference (CI) in observational studies has received a lot of attention in healthcare, education, ad attribution, policy evaluation, etc. Confounding is a typical hazard, wh…