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Posts

Unlabeled Data for Adversarial Robustness

5 minute read

Published:

image Effect of adversarial perturbations on natural input - Misclassification of an image (which hasn’t changed in human’s perspective)

portfolio

publications

talks

Dynamic Memory Networks for NLP

Published:

Details: Spoke about the DMN architecture and its uses in general tasks in Natural Language Processing like Question Answering, Novelty Detection.

Machine Learning Sessions

Published:

Date: 30th September 2019, 11th March 2020, 27th May 2020
Details: Part of DSC and NJACK Clubs -

  • Introduced various branches of ML and DL applied to NLP, Computer Vision and Reinforcement Learning.
  • Held sessions on solving a classification problem through SVM (Support Vector Machine) and a clustering problem through K-Means

Explore ML Workshop DSC IIT-Patna

Published:

Details: Two-day workshop powered by Google AI.
* Introduced students of IIT-Patna to the basics of Machine Learning and Neural Networks.
* Initiated brainstorming activities through discussion of real-world applications of ML.
Link

Entrepreneurship Talks

Published:

Succeeding in Building and Pursuing a Career in Startups
Date: 14th March, 2021
Speaker: Ms. Nistha Tripathi, CEO Scholar Strategy and author of bestselling entrepreneurial book “No Shortcuts”
Details: Expert Talk Series, E-Summit-2021, IIT-P
Talk on drawing inspirations from successful startups and developing an entrepreneurial mindset.

Njack Machine Learning Workshop 2

Published:

Competitive Machine Learning Session
Details: Taught students about the general pipeline of approaching and solving a typical ML problem taken from Kaggle. Introduced students to various libraries like Numpy, Pandas and Matplotlib.
Link
Co-Speakers: Akshat Porwal, Aditya Samantaroy, Gul Jain

Njack Machine Learning Workshop 1

Published:

Research Session: Introduction to Deep Learning
Details: Introduced the concept of neurons, neural layers, and collectively the working on neural networks. Introduced concepts of gradient descent and backpropogation. Demonstrated working of simple neural networks.
Link
Co-Speakers: Akshat Porwal, Sushant Sinha

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.