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 2026
Efficient Performance Recovery of Pruned LLMs for End Devices, Paul Vardhan Bethapudi
Theses/Dissertations from 2025
Degraded Document Binarisation, Miriyala Ajith
A Study on Planar 2-Center Problem, Shince K. Baby
Multi-party Key Establishment for Resource-Constrained Devices, Supriyo Banerjee
Secure Query on Encrypted Data by Using Fully Homomorphic Encryption, Mrinmoy Bera
Efficient SIMD based Implementation of Xoodyak, Soham Biswas
Efficient Blending of Large Language Models, Sandeep Chatterjee
Reducing Attention Complexity in Graph Transformers through Subgraph Partitioning, Ranjan Kumar Choubey
Glacial Lakes Segmentation Using Multispectral Remote Sensing Data and Deep Learning Models, Debankan Das
From Vigilance to Veracity: Hallucination Detection, Mitigation, and Safety Enhancement in Large Language Models, Sharanya Dasgupta
Ideal Query Expansion using Reinforcement Learning, Madhuchchhanda Das
Security Analysis of Encrypted Mempool, Prabal Das
Modeling and Verification of Sigma Delta Neural Networks, Sirshendu Das
Understanding Humorous Contradictions in Comics: A Multi-Agent Debate Approach, Suparna Das
Enhancing Expressive Power Of Graph Neural Networks Using Geometric Transformations, Suranjan Dey
Low Entropy Side-Channel Secure Hardware Implementations, Jhelum Dhar
Explaining Query Expansion Algorithms, Aditya Dutta
zkIPV: Zero-Knowledge Proofs for Image Provenance Verification, Bibek Ghosh
TI-ulPCS: Threshold-Issuance - Un-linkable Policy Compliant Signatures, Kiran Deep Ghosh
Universally Consistent Hyperbolic Deep Neural Networks, Sagar Ghosh
Energy-efficient UAV movement and user-UAV Association in multi-UAV Networks, Subhadip Ghosh
Structural Differential Privacy in Graph Neural Networks, Bibek Giri
Turning data into guardrails-decoding financial vulnerability through behavioural signs, Debanwita Hajra
Zero Knowledge Proofs in Hybrid Environments, Rittwik Hajra
Exploring Character-level Attacks on Neural Ranking Models, Surjyanee Halder