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Bias and Fairness in Low Resolution Image Recognition
IIT Jodhpur - Masters Thesis
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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 /
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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.
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poster
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Selected Projects
These include coursework, side projects and unpublished research work.
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Unlocking Voices, Unleashing Possibilities: Your Words, Our Recognition!
IIT Jodhpur CSL7770: Speech Understanding
2024-05-02
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Database Tuning with NLP
IIT Jodhpur CSL7090: Software and Data Engineering
2022-04-18
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Have we met before: ID'ing face
IIT Jodhpur CSL7530: Advanced Machine Learning
2021-12-01
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FairMIA: The heuristic based Fair Influence Maximization
IIT Jodhpur CSL7390: Social Network Analysis
2021-11-15
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Efface the Haze
IIT Jodhpur CSL7360: Computer Vision
2021-06-12
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Machine Translation
IIT Jodhpur CSL7340: Natural Language Processing
2021-06-09
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