See here for a full-list of all publications.

Selected Publications :

Note: (α-β) indicates alphabetical ordering

• Towards Size-Independent Generalization Bounds for Deep Operator Nets
  (α-β) Pulkit Gopalani, Sayar Karmakar, Dibyakanti Kumar, Anirbit Mukherjee
  TMLR (2024)
  [Paper Link] [Code]


• Investigating the Ability of PINNs to Solve Burgers' PDE Near Finite-Time Blow-Up
  (α-β) Dibyakanti Kumar, Anirbit Mukherjee
  IOP-MLST Journal (2024)
  [Paper Link] [Code]


• Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
  Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang
  Findings of EMNLP (2022)
  [Paper Link] [Code]