Search Results for author: Avinash Mishra

Found 3 papers, 0 papers with code

Toxicity Prediction by Multimodal Deep Learning

no code implementations19 Jul 2019 Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar

Prediction of toxicity levels of chemical compounds is an important issue in Quantitative Structure-Activity Relationship (QSAR) modeling.

Multimodal Deep Learning

Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees

no code implementations26 Jan 2019 Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar

Lately, it achieved significant progress in accuracy but using a huge set of features, implementing a complex blackbox technique such as a deep neural network, and exploiting enormous computational resources.

Machine Learning Interpretability: A Science rather than a tool

no code implementations18 Jul 2018 Abdul Karim, Avinash Mishra, MA Hakim Newton, Abdul Sattar

The term "interpretability" is oftenly used by machine learning researchers each with their own intuitive understanding of it.

BIG-bench Machine Learning counterfactual

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