Search Results for author: Rakesh Bal

Found 4 papers, 2 papers with code

PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps

1 code implementation Neural Information Processing Systems 2023 AI for Science: from Theory to Practice Workshop 2023 Rakesh Bal, Yijia Xiao, Wei Wang

Through extensive experimentation, we demonstrate that our proposed approaches outperform the baseline models considered in this study, presenting a compelling case for further development in this direction.

 Ranked #1 on on DAVIS-DTA

Binary Classification Drug Discovery +1

Two-Sided Fairness in Non-Personalised Recommendations

1 code implementation10 Nov 2020 Aadi Swadipto Mondal, Rakesh Bal, Sayan Sinha, Gourab K Patro

Analysing the results obtained from voting rule-based recommendation, we find that while the well-known voting rules are better from the user side, they show high bias values and clearly not suitable for organisational requirements of the platforms.

Fairness Recommendation Systems +1

Analysing the Extent of Misinformation in Cancer Related Tweets

no code implementations30 Mar 2020 Rakesh Bal, Sayan Sinha, Swastika Dutta, Rishabh Joshi, Sayan Ghosh, Ritam Dutt

This helps spread awareness regarding the various causes, cures and prevention methods of cancer.

Misinformation

Modelling Bahdanau Attention using Election methods aided by Q-Learning

no code implementations10 Nov 2019 Rakesh Bal, Sayan Sinha

Neural Machine Translation has lately gained a lot of "attention" with the advent of more and more sophisticated but drastically improved models.

Machine Translation Q-Learning +1

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