Dissertation and Thesis: Recent submissions

  • Bibliographic Citation Recommender System 
    Ashrit, P Omkar (Indian Statistical Institute, Kolkata., 2021-07)
    With increasing volume of published scholarly articles every year, it becomes demanding to include appropriate references in a paper. Recommendation systems for bibliographic citations suggests possible references to authors. ...
  • An Attempt to Design a Neural Network Exploiting Biological Neurons 
    Singh, Neeraj Kumar (Indian Statistical Institute, Kolkata., 2021-07)
    A multilayer perceptron network is a very effective tool for both classification and regression type problems, which has been successfully used in many areas. In this era of artificial intelligence, deep neural networks ...
  • Occupation Games 
    Mohamed, Mohamed Anas Noor (Indian Statistical Institute, Kolkata., 2021-07)
    Graph games are played on a directed or un-directed graphs with two or more players. Each game differs from one another in the actions available for each player and the constraints present. The different constraints offer ...
  • Asynchronous Methods in Gradient Descent 
    Ghosh, Koushik (Indian Statistical Institute, Kolkata., 2021-07)
    Su, Boyd and Candes ’14 [1] showed that if we make the stepsizes smaller and smaller, Nesterov Accelerated Gradient Descent converges to a 2nd order ODE. On the other hand, arjevani has shown recently some convergence ...
  • Deep learning for COVID-19 lung pathology segmentation 
    Bedi, Gurdit Singh (Indian Statistical Institute, Kolkata., 2021-07)
    COVID-19 pandemic has impacted billions of lives and created a challenge for the healthcare systems. Detection of pathologies from computed tomography (CT) images offers a great way to assist the traditional healthcare ...
  • Predicting Quality of Movie from Metadata and Plot Summary 
    Patel, Ashwani (Indian Statistical Institute, Kolkata., 2021-07)
    The worldwide theatrical market had a box office of US $42.2 billion in 2019. In recent years it has been seen that it is growing even more and more, as a consequence urge to predict the success of the movie has increased. ...
  • A Simulation Study into The Fundamental Laws of Synchronization 
    Chowdhury, Arnab (Indian Statistical Institute, Kolkata., 2021-07)
    Synchronization is a ubiquitous phenomenon. Sun synchronizes everybody on the earth. A powerful leader can synchronize the masses. Here we have hypothesized that the inducer of an induced synchronization must satisfy ...
  • Classical and Quantum Components of Quantum Key Distribution Protocol 
    Kumar, Anoop (Indian Statistical Institute, Kolkata., 2021-07)
    Quantum Key Distribution Protocol (QKD) is a type of quantum cryptography, i.e., it uses the concepts related to quantum mechanics to establish security in the communication channel. It is a key generation protocol and ...
  • Boolean Function Approximation by a Flat Polynomial 
    Gupta, Ankit (Indian Statistical Institute, Kolkata., 2021-07)
    Boolean functions f : {−1, 1} n → {−1, 1} arise in many areas of theoretical computer science and mathematics, for example: complexity theory, quantum computing and graph theory etc and Fourier analysis is a powerful ...
  • Rainbow Vertex Coloring 
    Ghosh, Diptiman (Indian Statistical Institute, Kolkata, 2021-07)
    The concept of rainbow connection was introduced by Chartrand et al.. It has become a new and active subject in graph theory. On this topic a book was written by Li and Sun and there is a survey paper also by Li, Shi and ...
  • Image caption generation using Deep Q-learning framework 
    Rana, Dipen Ganpat (Indian Statistical Institute, Kolkata, 2021-07)
    With the convolution neural network getting more and more popular in the last decade or so, thanks to the easy and a ordable access to high computation power, it has been easy to process huge amount of data through ...
  • Author Identification and Analysis of Bollywood Song Lyrics 
    Pai, Deepesh (Indian Statistical Institute, Kolkata, 2021-07)
    Research in Natural Language Processing is expanding in multiple domains and applications. With every advancement, the variety of text that are processed is growing. One such domain is lyrics processing. Songs are vital ...
  • Sarcasm Detection using Deep Learning 
    Jaiswal, Amit Kumar (Indian Statistical Institute, Kolkata., 2021-07)
    Sentiment analysis is often used in NLP to understand people’s subjective opinions. However, the analysis results may be biased if people use sarcasm in their statements. In order to correctly understand people’s true ...
  • Chords in a Longest Cycle of a 3-Connected Graph 
    Chaudhary, Deepak (2021-07)
    In 1976, Carsten Thomassen conjectured that no longest cycle in a 3-connected graph can be a chordless cycle. Although this conjecture was later proved for some special classes of graphs, the general case remains open. ...
  • Detecting Anemia from retinal images using Deep Learning 
    Agrawal, Akhil (Indian Statistical Institute, Kolkata., 2021-07)
    Anemia is the condition which formed when there is not enough healthy red blood cells present in body. This ultimately result in the lack of reduced oxygen flow in the body. This causes the fatigue, dizziness, shortness ...
  • Facets of Quantum Computation { Practice and Theory 
    Mukherjee, Chandra Sekhar (Indian Statistical Institute, Kolkata, 2021-07)
    Quantum computation has seen rapid development both in theory as well as hardware and implementation in the past three decades. Against this backdrop we study both the implementational and theoretical aspects of quantum ...
  • An approach to Multi View Deep Continuous Clustering using Subspace Projection 
    Mazumder, Agnip (Indian Statistical Institute, Kolkata, 2021-07)
    As we know Clustering is an unsupervised machine learning algorithm, where in a collection of unlabelled data similar data items are grouped under same class and dissimilar data goes to di erent class. One common algorithm ...
  • Gender bias in Hindi word embedding 
    Bharti, Barkha (Indian Statistical Institute, Kolkata, 2021-07)
    The purpose of this paper is to present a study on gender bias in word embeddings in the context of the Hindi Language. It has been shown that word embeddings capture human biases (such as gender bias) present in the ...
  • Video Frame Prediction using Deep Learning 
    Kola, Bala Murali Krishna (Indian Statistical Institute, Kolkata, 2021-07)
    Advances in Deep Learning helped in developing exiting applications in the past few years like Style Transfer, Image Generation. It has helped us achieving super human performance and state-of-the-art results in various ...
  • Improving the efficiency of RLWE-based IPFE and its application on privacy-preserving biometrics 
    Adhikary, Supriya (Indian Statistical Institute,Kolkata, 2021-07)
    Encryption is a method with which one can securely share data over an insecure channel. The traditional public-key encryption follows an all-or-nothing approach where the receiver is either able to get the whole message ...

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