publications

publications in reversed chronological order.

2025

  1. Using Shapley interactions to understand how models use structure
    Divyansh Singhvi, Diganta Misra, Andrej Erkelens, and 3 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Jul 2025

2024

  1. Knowing Your Nonlinearities: Shapley Interactions Reveal the Underlying Structure of Data
    Divyansh Singhvi, Andrej Erkelens, Raghav Jain, and 2 more authors
    arXiv preprint arXiv:2403.13106, Jul 2024

2021

  1. Execution- and Prediction-Based Auto-Tuning of Parallel Read and Write Parameters
    Megha Agarwal, Pragya Jain, Divyansh Singhvi, and 1 more author
    In 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), Jul 2021

2019

  1. Active Learning-based Automatic Tuning and Prediction of Parallel I/O Performance
    Megha Agarwal, Divyansh Singhvi, Preeti Malakar, and 1 more author
    In 2019 IEEE/ACM Fourth International Parallel Data Systems Workshop (PDSW), Nov 2019