saper0
Researcher in robust (graph) machine learning. PhD Student @ TU Munich (Data Analytics & ML Group)
Pinned Repositories
adversarial_training
Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions" paper.
bb-api
General Purpose Branch & Bound API
deepnog
Protein orthologous group assignment with deep learning
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
graphworld
gttp-data
Data used to produce the results in "On Modelling and Solving Collaborative Tactical Transportation Planning"
hpc-linear-solver
High Performance Dense Linear Solver
revisiting_robustness
The codebase used to generate the reults in the ICLR 2023 paper "Revisiting Robustness in Graph Machine Learning".
tsp-heuristics
Heuristic Algorithms for solving the Traveling Salesman Problem
deepnog
Protein orthologous group assignment with deep learning
saper0's Repositories
saper0/adversarial_training
Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions" paper.
saper0/revisiting_robustness
The codebase used to generate the reults in the ICLR 2023 paper "Revisiting Robustness in Graph Machine Learning".
saper0/bb-api
General Purpose Branch & Bound API
saper0/deepnog
Protein orthologous group assignment with deep learning
saper0/graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
saper0/graphworld
saper0/gttp-data
Data used to produce the results in "On Modelling and Solving Collaborative Tactical Transportation Planning"
saper0/hpc-linear-solver
High Performance Dense Linear Solver
saper0/lesekreis
A truly good book teaches me better than to read it. I must soon lay it down, and commence living on its hint. What I began by reading, I must finish by acting. - Henry David Thoreau
saper0/Mayankm96.github.io
Personal Website for Blogging
saper0/StatML
2018W - Statistical Machine Learning Course
saper0/tsp-heuristics
Heuristic Algorithms for solving the Traveling Salesman Problem
saper0/reports
saper0/saper0.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
saper0/scikit-hubness
A Python package for hubness analysis and high-dimensional data mining
saper0/seml
SEML: Slurm Experiment Management Library