Esser, Pascal

5 publications

TMLR 2024 Representation Learning Dynamics of Self-Supervised Models Pascal Esser, Satyaki Mukherjee, Debarghya Ghoshdastidar

TMLR 2023 Analysis of Convolutions, Non-Linearity and Depth in Graph Neural Networks Using Neural Tangent Kernel Mahalakshmi Sabanayagam, Pascal Esser, Debarghya Ghoshdastidar

AISTATS 2023 Improved Representation Learning Through Tensorized Autoencoders Pascal Esser, Satyaki Mukherjee, Mahalakshmi Sabanayagam, Debarghya Ghoshdastidar

NeurIPS 2021 Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks Pascal Esser, Leena Chennuru Vankadara, Debarghya Ghoshdastidar

NeurIPS 2020 Near-Optimal Comparison Based Clustering Michaël Perrot, Pascal Esser, Debarghya Ghoshdastidar