Sohir Maskey

According to our database, Sohir Maskey authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The Price of Robustness: Stable Classifiers Need Overparameterization.

Jonas von Berg, Adalbert Fono, Massimiliano Datres, Sohir Maskey, Gitta Kutyniok

CoRR, March, 2026

1-Bit Wonder: Improving QAT Performance in the Low-Bit Regime through K-Means Quantization.

Sohir Maskey, Constantin Eichenberg, Johannes Messner, Douglas Orr

CoRR, February, 2026

2025

Graph Representational Learning: When Does More Expressivity Hurt Generalization?

Sohir Maskey, Raffaele Paolino, Fabian Jogl, Gitta Kutyniok, Johannes F. Lutzeyer

CoRR, May, 2025

Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall.

Christopher Bülte, Sohir Maskey, Philipp Scholl, Jonas von Berg, Gitta Kutyniok

CoRR, April, 2025

Generalization Bounds for Message Passing Networks on Mixture of Graphons.

Sohir Maskey, Gitta Kutyniok, Ron Levie

SIAM J. Math. Data Sci., 2025

2024

Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning.

Raffaele Paolino, Sohir Maskey, Pascal Welke, Gitta Kutyniok

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

A Fractional Graph Laplacian Approach to Oversmoothing.

Sohir Maskey, Raffaele Paolino, Aras Bacho, Gitta Kutyniok

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Generalized Laplacian Positional Encoding for Graph Representation Learning.

Sohir Maskey, Ali Parviz, Maximilian Thiessen, Hannes Stärk, Ylli Sadikaj, Haggai Maron

CoRR, 2022

Generalization Analysis of Message Passing Neural Networks on Large Random Graphs.

Sohir Maskey, Ron Levie, Yunseok Lee, Gitta Kutyniok

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Transferability of Graph Neural Networks: an Extended Graphon Approach.

Sohir Maskey, Ron Levie, Gitta Kutyniok

CoRR, 2021