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Researcher profile

Diptikalyan Saha

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Reliable Counterfactual Explanations for Autoencoder based Anomalies

    2020

    Autoencoders have been used successfully for tackling the problem of anomaly detection in an unsupervised setting, and are often known to give better results than traditional approaches such as clustering and subspace-based (linear) methods. A …

  2. Data Synthesis for Testing Black-Box Machine Learning Models

    2022

    The increasing usage of machine learning models raises the question of the reliability of these models. The current practice of testing with limited data is often insufficient. In this paper, we provide a framework for …