It is a collection of Master's Dissertations submitted in fulfillment of the courses awarded by the Indian Statistical Institute in the subject areas of Statistics, Mathematics, Computer Science, Quantitative Economics, Cryptography, Library & Information Science, Statistical Quality Control and Operations Research.
Theses/Dissertations from 2025
Glacier velocity estimation using Adaptive Search Window and Patch size, Pratik Patil
Threshold Symmetric-Key Encryption for Tabular Data, Subhendu Pramanick
Tweaking ML-KEM (Kyber) and ML-DSA (Dilithium), Kumar Rahul
Causal Explanations in Deep Learning Systems, Dhruv Vansraj Rathore
The Monodromy Leak for a Generalized Montgomery Ladder, Arani Raychaudhuri
Binary Document Filtering for Retrieval-Augmented Generation, Sreyan Saha
Uncertainty-driven Fusion for Conflictive Multiview Data: Beyond View Alignment Assumptions, Puspamalya Sahoo
Dynamic Sparsification in Secure Gradient Aggregation for Federated Learning, Bikash Samanta
Succinctness Meets Transparency A Linking Framework Combining Hyrax and KZG, and Its Applications, Argha Sardar
Multi-Modal Large Language Model for Visual Question Answering on Medical Domain, Srimanta Singha
Understanding Batch-Normalization in Deep Neural Networks, Pendyala Sai Srujan
Application of Deep Learning in Analysis of Stellar Spectra, Piyush Yayati
Theses/Dissertations from 2022
Multi-Agent Systems: Model-Checking in Logics of Protocols., Pinaki Chakraborty
Theses/Dissertations from 2021
A Game of Cops and Robbers in Some Networks., Sheikh Shakil Akhtar
An Efficient Alternative of the Identity Mapping of the ResNet Architecture., Arpan Kumar Bag
View Count Prediction of a Video Through Deep Neural Network Based Analysis of Subjective Video Attributes., Spandan Basu
Lower Bound of Coin Counting Problem., Aritra Bhaduri
Pollution Level Estimation Through Image Analysis., Shashank Saurav Bhavishaya
Characterizing Noise in IBM-Q Devices Using Unitarity Randomized Benchmarking., Adarsh Chandrashekar
Image Restoration of Night Time Hazy Images., Rishabh Chaurasia
On a Few Progressive Algorithms., Ankan Kumar Das
Fire Sale in High Frequency Order Book., Debam Kumar Das
Constructing Robust Classifiers Using Cryptographic Objects., Shankhadeep De
Evidential Obstacle Learning in Millimeter Wave D2d Communication Using Spatial Correlation., Harish Ganesan
Putting News Articles in Context., Rahul Gautam