Sasikanth Kotti

I was a part-time Master's student in Artificial Intelligence (M.Tech) at IITJ-Indian Institute of Technology Jodhpur. I was advised by Dr. Mayank Vatsa and Dr. Richa Singh for my Master's Thesis on "Bias and Fairness in Low Resolution(Very) Image Recognition" at IAB lab.

My current research interests span Computer Vision, Trusted AI, Machine Learning and Deep learning areas.

I'm also a Research Engineer at  OpenMined where I contribute to Privacy-Preserving technologies in Computer Vision Domain.

I am also an active participant at ML Collective, Cohere For AI, Trustworthy ML and AI Vulnerability Database communities

Email  /  GitHub  /  Google Scholar  /  Twitter  /  LinkedIn  /  Blog

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News

Master's Thesis

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Bias and Fairness in Low Resolution Image Recognition


IIT Jodhpur - Masters Thesis
report / presentation / code /

Publications

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On Biased Behavior of GANs for Face Verification


Sasikanth Kotti*, Mayank Vatsa, Richa Singh
Responsbile Computer Vision workshop, ECCV 2022.
arxiv / video / poster

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When Differential Privacy Meets Interpretability: A Case Study


Rakshit Naidu, Aman Priyanshu, Aadith Kumar, Sasikanth Kotti*, Haofan Wang, Fatemehsadat Mireshghallah
Extended abstract at Responsible Computer Vision (RCV) workshop, CVPR 2021. Privacy-Preserving Machine Learning (PPML) workshop, CCS 2021.
arxiv / poster

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DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?


Archit Uniyal, Rakshit Naidu, Sasikanth Kotti*, Sahib Singh, Patrik Joslin Kenfack, Fatemehsadat Mireshghallah, Andrew Trask
Machine Learning for Data (ML4DATA) workshop, ICML 2021. Privacy-Preserving Machine Learning (PPML) workshop, CCS 2021.
arxiv / code / poster

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Benchmarking Differentially Private Residual Networks for Medical Imagery


Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti*, Andrew Trask
International Conference on Machine Learning (2020) Workshop - Healthcare Systems (HSYS) workshop, ICML 2020.
arxiv / code / poster




Selected Projects

These include coursework, side projects and unpublished research work.

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Database Tuning with NLP


IIT Jodhpur CSL7090: Software and Data Engineering
2022-04-18
presentation / code /

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Have we met before: ID'ing face


IIT Jodhpur CSL7530: Advanced Machine Learning
2021-12-01
report / presentation /

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FairMIA: The heuristic based Fair Influence Maximization


IIT Jodhpur CSL7390: Social Network Analysis
2021-11-15
report / presentation / code /

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Efface the Haze


IIT Jodhpur CSL7360: Computer Vision
2021-06-12
report / presentation / code /

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Machine Translation


IIT Jodhpur CSL7340: Natural Language Processing
2021-06-09
report / presentation /


Design and source code from Leonid Keselman's website