Sayak Chakrabarty

Sayak Chakrabarty

Ph.D. student, Department of Computer Science, Northwestern University

Publications

  1. Is Sliding Window All You Need? Reproducing Industrial‑Scale Long‑Sequence Training for Recommender Systems
    Paper Submitted

  2. Predicting Lattice Parameters from Atomic-Scale Images of Two Dimensional (2D) Materials Using Deep Learning
    Paper Submitted

  3. Personalized Federated Learning through Clustering of Loss Vector Embeddings
    Paper Submitted

  4. CLT and Edgeworth Expansion for m-out-of-n Bootstrap Estimators of The Studentized Median
    Paper Submitted

  5. An AI-driven framework for time-series processing-microstructure-property prediction
    Paper Submitted

  6. ReadmeReady: Free and Customizable Code Documentation with LLMs - A Fine-Tuning Approach
    Sayak Chakrabarty,Souradip Pal
    The Journal of Open Source Software (JOSS)

  7. Judicial Support Tool Computing System
    V. S. Subrahmanian,Sayak Chakrabarty,Maksim Bolonkin,Cristian Molinaro
    United States Patent Application 20250111457 (published 04/03/2025)

  8. Judicial Support Tool: Finding the k Most Likely Judicial Worlds
    Maksim Bolonkin, Sayak Chakrabarty, Cristian Molinaro & V. S. Subrahmanian
    The 16th International Conference on Scalable Uncertainty Management (SUM 2024)

  9. Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple!
    Sayak Chakrabarty, Konstantin Makarychev
    Thirty-seventh Conference on Neural Information Processing Systems(NeurIPS, 2023)

  10. On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis
    Arghya Datta, Sayak Chakrabarty
    Thirty-seventh Conference on Neural Information Processing Systems(NeurIPS, 2023)

  11. SockDef: A Dynamically Adaptive Defense to a Novel Attack on Review Fraud Detection Engines
    Youzhi Zhang; Sayak Chakrabarty; Rui Liu; Andrea Pugliese; V. S. Subrahmanian
    IEEE Transactions on Computational Social Systems, September 2023

  12. MM-PoE: Multiple Choice Reasoning via. Process of Elimination using Multi-Modal Models
    Sayak Chakrabarty,Souradip Pal
    The Journal of Open Source Software (JOSS)

  13. A New Dynamically Changing Attack on Review Fraud Systems and a Dynamically Changing Ensemble Defense
    Youzhi Zhang; Sayak Chakrabarty; Rui Liu; Andrea Pugliese; V. S. Subrahmanian
    BEST PAPER AWARD IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) 2022

  14. A Number Guessing Game
    Sayak Chakrabarty
    Pi in the Sky, Issue 22, Pacific Institute for the Mathematical Sciences, January 2021

  15. The Repeated Divisor Function and Possible Correlation with Highly Composite Numbers
    Sayak Chakrabarty, Arghya Datta
    20th International Workshop for Young Mathematicians “Number Theory”, 2017-The Zaremba Society of Mathematicians - Students of the Jagiellonian University, Krakow, Poland.