Search Results for author: Mrinal Das

Found 4 papers, 1 papers with code

Causally Focused Convolutional Networks Through Minimal Human Guidance

no code implementations29 Sep 2021 Rimmon Saloman Bhosale, Mrinal Das

In order to mitigate this issue, our proposal is to focus CNN to extract features that are causal from a human perspective.

Image Classification

GUIDED MCMC FOR SPARSE BAYESIAN MODELS TO DETECT RARE EVENTS IN IMAGES SANS LABELED DATA

no code implementations29 Sep 2021 Gaurav Jain, Mrinal Das

After the steady-state is obtained for the underlying Markov chain, it is possible to compute the posterior probability of the presence of the rare event in a given image.

Unsupervised Image Classification Zero-Shot Learning

SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

1 code implementation SEMEVAL 2017 Isabelle Augenstein, Mrinal Das, Sebastian Riedel, Lakshmi Vikraman, Andrew McCallum

We describe the SemEval task of extracting keyphrases and relations between them from scientific documents, which is crucial for understanding which publications describe which processes, tasks and materials.

Knowledge Base Population

Efficient differentially private learning improves drug sensitivity prediction

no code implementations7 Jun 2016 Antti Honkela, Mrinal Das, Arttu Nieminen, Onur Dikmen, Samuel Kaski

Good personalised predictions are vitally important in precision medicine, but genomic information on which the predictions are based is also particularly sensitive, as it directly identifies the patients and hence cannot easily be anonymised.

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