Publications

More details on Google scholar.

• Statistical Foundations for Learning on Graphs

  URL Slides
  PhD Thesis, UWSpace, University of Waterloo • 2024

• Analysis of Corrected Graph Convolutions

  URL arXiv
  Robert Wang, Aseem Baranwal, Kimon Fountoulakis
  Neural Information Processing Systems • 2024

• Optimality of Message-Passing Architectures for Sparse Graphs

  URL arXiv Code Poster
  Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
  Neural Information Processing Systems • 2023

• Antisquares and Critical Exponents

  URL arXiv
  Aseem Baranwal, James Currie, Lucas Mol, Pascal Ochem, Narad Rampersad, Jeffrey Shallit
  Discrete Mathematics & Theoretical Computer Science • 2023

• Graph Attention Retrospective

  URL arXiv Code Talk
  Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal, Aukosh Jagannath
  Journal of Machine Learning Research • 2023

• Effects of Graph Convolutions in Multi-layer Networks

  URL arXiv Code Slides Talk
  Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
  International Conference on Learning Representations • 2023

• Graph convolution for Semi-Supervised Classification: Improved Linear Separability and OoD Generalization

  URL arXiv Code Slides Poster Talk
  Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
  International Conference on Machine Learning • 2021

• Ostrowski-Automatic Sequences: Theory and Applications

  URL Code
  Aseem Baranwal, Luke Schaeffer, Jeffrey Shallit
  Theoretical Computer Science • 2021

• Decision Algorithms for Ostrowski-Automatic Sequences

  URL Slides
  MMath Thesis, University of Waterloo • 2020

• Repetitions in infinite palindrome-rich words

  URL arXiv Slides
  Aseem Baranwal, Jeffrey Shallit
  Combinatorics on Words • 2019

• Critical exponent of infinite balanced words via the Pell number system

  URL arXiv
  Aseem Baranwal, Jeffrey Shallit
  Combinatorics on Words • 2019