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Naveen Panwar

2 accepted papers

2024

SPASE: Spatial Saliency Explanation For Time Series Models

ICASSP 2024accepted

We have seen recent advances in the fields of Machine Learning (ML), Deep Learning (DL), and Artificial intelligence (AI) that the models are becoming increasingly complex and large in terms of architecture and parameter size. These complex ML/DL models have beaten the state of the art in most field…

Cited by 0SourceScholar
2021

Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

AAAI 2021technical

Machine Learning has seen tremendous growth recently, which has led to a larger adaptation of ML systems for educational assessments, credit risk, healthcare, employment, criminal justice, to name a few. The trustworthiness of ML and NLP systems is a crucial aspect and requires a guarantee that the…

Cited by 111SourcePDFScholar